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Greater Bengaluru Area
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Articles by Ankita
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GraphQL at Treebo
GraphQL at Treebo
GraphQL was publicly released in 2015 and since then it has been a most-talked-about subject across the tech community.…
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JavaScript InternalsJun 23, 2019
JavaScript Internals
Spend your weekend learning about the internals of JavaScript, including how the JavaScript is parsed, interpreted and…
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Activity
4K followers
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Ankita Mishra reposted thisAnkita Mishra reposted thisI ran a controlled experiment to measure how stable LLM outputs are under identical conditions. 180 executions across models, prompts, and temperature settings. Here’s the full breakdown (with charts): https://lnkd.in/gbME2qW2 Curious how others are measuring stability in AI workflows.
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Ankita Mishra shared thisHere's a custom hook to highlight the selected text in a document: `getSelection` API is available on the window object and it returns a Selection object of type Range. This object contains anchorNode, rangeCount (regions spanned in this selection) and few other properties. We first check if any range is selected by the user and that the selected range is inside the container node. range.collapsed is used to check if the start and end points of a range are two different points. We proceed only if some text (different start & end points) are selected. getClientRects return a collection of DomRects objects representing bounding boxes of the element's regions. This method is useful for elements that span multiple lines. getBoundingClientRect return a single DomRect object with information about the size and the position of the element relative to the viewport. It gives the x and y coordinates of the element, width, height and its position in terms of left, right, bottom and top. This is a useful method for finding/modifying the position of the element based on some case!
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Ankita Mishra shared thisHappy 2025! It's been an exciting week with me back to code zone, hot & cold coffees and lots of writing notes! But this time, with my naughty and curious daughter all along. :) I have been working on a React Rich Text Editor and have learnt a lot while building this challenging and beautiful project. I now know that integrating a library is a piece of cake (or just a small choco pastry if you could) and building one takes a mammoth of effort and patience and coffee jars. This project https://lnkd.in/ddBUNFhA is in a very early stage and I would be adding more features and also writing about them. I'm also planning to write an article on building a rich text editor from scratch with these features (already implemented in the source code): - Formatting text - Inserting block level elements - Upload Images - Save & Retrieve Editor content - Resize, Drag and Crop Images - Highlight selected text Stay tuned! I'm sure this year will bring lots of new opportunities and learning in everyone's life! :)
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Ankita Mishra reposted thisAnkita Mishra reposted thisRead on how to improve logging to effectively calculate latencies https://lnkd.in/dNVjVZ7j
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Ankita Mishra shared thisGreat writeup - https://lnkd.in/gFYxNhjB You won't need any other article/video to truly understand Debouncing and throttling in JavaScript! Well articulated examples and illustrations to understand the concepts and also the difference between the two powerful techniques used to limit the load on the server.
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Ankita Mishra posted thisBack to work after 7 long months! This time with more excitement and rigour than my day 1 :) Rupesh Mishra and I are blessed with a baby girl and @treebo Hotel Superhero made sure we take the best care of the little angel with no compromises. Thanks a bunch (not sure if thank you is enough!) for allowing me take good amount of time off from work! And that's how a true culture is defined where maternity leave is just not written on websites but is truly implemented. I didn't get a single call from work (not considering this as a sign that my presence was not missed :P) Thank you Mayank Khandelwal Sidharth Gupta Kadam Jeet Jain Rahul Chaudhary for building the best culture!
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Ankita Mishra shared thisCome join the squad and let's build awesome stuff together!Ankita Mishra shared this⭐ Hiring React native developers now! ⭐ We’re expanding our tech team at Treebo Hotels. If you thrive on the challenges of react native and mobile app development, this opportunity is for you. At Treebo, we’re dedicated to delivering top-notch performance and seamless hotel booking experiences for our travellers. You’re a perfect fit if: • You have 3+ years of experience in React Native development • You can seamlessly transform UI design to performant, well tested code • You’re well-versed with JS and react/react native internals and how things work under the hood • You actively look for ways to optimize and improve performance and usability • You’ve mentored junior devs/SDEs in the field • You’ve worked on apps with upwards of 10-15k DAU Bonus points for familiarity with React development/NextJS and GraphQL This is a completely remote opportunity. If you’re up for it, I’d love to hear from you! DM on Linkedin or mail me at prathiksh.puttur@hotelsuperhero.com You can also reach out to sana.aziz@hotelsuperhero.com #reactnative #android #ios #developerjobs #techcareers #joinourteam #nextjs #graphql
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Ankita Mishra shared thisAnkita Mishra shared thisIn this newsletter on Overflow, learn the fundamentals of Microservices. I have covered loosely coupled services, and how an application is scaled along the X, Y, and Z axis to handle the traffic. The X-axis of the scale cube represents scaling the application by adding more servers, the Y-axis represents the Microservices architecture and scaling the application by splitting it into different services and the Z-axis represents database sharding. I have also written about some of the challenges in the Microservices architecture such as: - Additional overhead in creating a distributed system - How to divide an application into different services - Communication between microservices using HTTP and gRPC - How to reuse code across different microservices - How to setup Authentication and Authorization in Microservices architecture Here's the Post - https://lnkd.in/gdFviM3y In the next edition, I'll cover some interesting concepts such as maintaining data consistency, using sagas for distributed transactions and querying different databases in the microservices architecture. Get the next edition straight to your inbox by subscribing to Overflow - https://lnkd.in/gv-pfRs7! Happy reading :)
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Ankita Mishra shared thisDo subscribe to Overflow if you are looking for quality content on Python, Microservices, Docker, Kubernetes, and much more!Ankita Mishra shared thisHey, I have started a newsletter Overflow - https://lnkd.in/gvScPsGC where I'll write posts on Docker, Microservices, Kubernetes, Python, PostgreSQL, AWS and Architecture patterns. Do read the welcome post and subscribe to this newsletter if you think it will add any value to your knowledge base! :)
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Ankita Mishra liked thisAnkita Mishra liked this2 months ago, I was interviewing at Atlassian, and it was a place that I really wanted to join - because I was being interviewed for a team that was building a control plane for transactional databases ... so, of course :) Had one round of interview, and it went really well. I was sooo looking forward to interviewing further and cracking it, but Atlassian went into a hiring freeze. Was totally bummed out. Fast forward to today, here I am, getting invited for an AMA session :) What could have been an internal talk is now an external session - funny how things work out sometimes. Thanks a ton, Puneet Patwari, for inviting me. It really means a lot. I hope everyone had a great time. I surely did. Also, thanks for asking such an awesome set of questions - they made me pause and really self-reflect. Didn't get the role, but still got the room - super grateful.
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Ankita Mishra reacted on thisAnkita Mishra reacted on thisWhat an end to the financial year 😀😀 Upgraded to saying “do bachhon ka baap hu yaar” Both mother and baby doing well. Grateful 🙏🏻🙏🏻
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Ankita Mishra reacted on thisAnkita Mishra reacted on thisI ran a controlled experiment to measure how stable LLM outputs are under identical conditions. 180 executions across models, prompts, and temperature settings. Here’s the full breakdown (with charts): https://lnkd.in/gbME2qW2 Curious how others are measuring stability in AI workflows.
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Ankita Mishra liked thisAnkita Mishra liked thisLast Friday one of our engineers shipped a fix at 11 PM, then posted in Slack: "Sorry, I know it's late, but this bug was bothering me and I couldn't sleep." Three people reacted with "go to sleep." One person replied with a screenshot showing they'd already been testing the fix. Nobody asked them to do this. There's no on-call rotation that covers Friday nights. No performance review that tracks late-night commits. I've been building companies long enough to know that you can't manufacture this. You can't put "ownership culture" on a slide and have it mean anything. Either people care about the thing they're building or they don't. At 30 people, we're at this inflection point where culture either solidifies or dissolves. Every new hire either reinforces the pattern or dilutes it. We've been ruthless about this in interviews. Technical skills get you in the door. But the question I really care about: do you feel physical discomfort when something is broken and you know you could fix it? That's not something you can screen for with a leetcode problem. You see it in how people talk about past work. The ones who describe bugs they fixed at previous companies with genuine emotion, those are our people. We're hiring, by the way. If that engineer's Friday night Slack message made you think "yeah, I get that," we should talk.
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Ankita Mishra liked thisAnkita Mishra liked thisToday we announced something really exciting that we've been working on for a while. Razorpay and National Payments Corporation Of India (NPCI) are bringing agentic payments to Claude & we’re starting with Zomato, Swiggy, and Zepto. This vision took shape at GFF 2025, where Razorpay launched an industry-first partnership with the National Payments Corporation of India - the first decisive step toward agentic payments in India. To put it simply, you tell Claude what you want, it finds the options and completes the purchase. UPI Reserve Pay makes this possible. Users set a limit, give consent once, and retain full control. India is probably the only market where agentic shopping could work at scale right now. The UPI infrastructure is already there & our habits around UPI are well ingrained. This is how we will shop in the very near future & we are taking the next step in that direction. We're in pilot stage with a closed group right now. Still early days. But the direction is clear.
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Ankita Mishra liked thisAnkita Mishra liked thisMeet Avni and Bain. One investor. The other founder. One exports. The other imports. However, They are stuck in a deployment deadlock that blocks the AWS update. All look green as per the code, but the problem comes in during the deploy phase. What is it? And why are we even talking about the problem - Let’s break it down! :) Huge thanks to Sam Williams for the feedback, his insights were spot on and instrumental in making this guide crystal clear! #AWS #CDK #CloudFormation #InfrastructureAsCode #CloudEngineeringthe deadly embrace problem - why so serious?the deadly embrace problem - why so serious?Nikita Masand
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Ankita Mishra liked thisAnkita Mishra liked thisWe’re officially opening our Bengaluru office—our new home base in India and Anthropic’s second office in Asia-Pacific. India is our second-largest market for Claude.ai. We’ve spent the past six months improving Claude’s performance on 10 of the most widely spoken Indic languages. We’re also deepening our long-term commitment to India with a series of partnerships, including with Pratham Education Foundation, EkStep Foundation, and Central Square Foundation—focused on bringing Claude to education, agriculture, and digital public infrastructure. Read more: https://lnkd.in/ejx8N3EkAnthropic opens Bengaluru office and announces new partnerships across IndiaAnthropic opens Bengaluru office and announces new partnerships across India
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Tekion Corp
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Projects
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Shopping cart using Express & MongoDB - https://github.com/ankitamasand/shopping-cart
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See project- Build using NodeJs, ExpressJs & MongoDB
- Ecommerce shopping portal with Session Management, Payments using Stripe (Third Party Library)
- Screens: SignUp/Login, Items Listing & Cart, Order Summary, Payments, Booking History
- APIs: Fetching & Storing Items in MongoDB, Stripe Payments API to record transactions on dashboard -
PollApp - https://github.com/ankitamasand/pollapp
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See project- Build using HTML, CSS, PHP, JQuery, D3.js & MySQL
- A portal to ask users' opinions by creating polls on various categories like Politics, Entertainment, etc
- Analysing the statistics of poll responses using graphs
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Dedications - https://github.com/ankita1910/dedications
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- A website for creating customised gift cards for Festivals, Birthdays or Success Events
- Build using HTML, CSS, PHP, AngularJS & MySQLOther creatorsSee project -
Predictive Analysis in telecommunication industry
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- The project was designed to predict the patterns in logs of telecommunication history.
- These insights can help companies to accordingly target customers for the most appealing offers.
- Logs were analysed using SQL Queries & Stored Procedures and relevant SMS's were triggered to the customers using Ozeki SMS GatewayOther creators -
Social Zilla Website
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Social Zilla is an initiative to curb all social evils happening in our country. People can write blogs to enlighten the masses, can make a donation to the affected, and they can even organize rallies and invite others to support a cause. Social Zilla acts as a third party to bring like-minded people together to help the needy. It acts as a platform to socialize the mass.
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English
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Hindi
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Poojaa Negi
Jana Care • 10K followers
🧠💥 Hey, it’s 4th Nov 2025 — and OpenAI just flipped the switch! ChatGPT Go is now FREE for a whole year across India 🇮🇳 Yep, you read that right the mid-tier plan (usually ₹399/month) is now free for 12 months. And this applies to both new and existing users! 🎉 If you already had ChatGPT Go, no worries your subscription automatically extends for a full year at no cost. 💡 What Exactly Is ChatGPT Go? It’s basically an affordable version of "ChatGPT Plus" built to give you better features without paying the full price. Here’s what you get 👇 ⚡ GPT-5 access (latest, faster model) 📁 Upload PDFs, Docs & Sheets for AI analysis 🖼️ Generate & edit images 🧠 Personalised memory for smarter chats 💬 Longer conversations + higher limits 🚀 Priority access even during peak hours 🪄 How To Activate the Free Plan 👇 1️⃣ Go to chat.openai.com or open the ChatGPT app 2️⃣ Log in or sign up (Google login works too) 3️⃣ Tap your profile → Settings → Subscription 4️⃣ Select ChatGPT Go —> it’ll show “Free for 1 Year” offer for India 5️⃣ Add a valid payment method (Card or UPI) 6️⃣ Verify via email or OTP if asked Once done ✅ your account upgrades instantly — free for 12 months! 💳 OpenAI requires a card or UPI mainly for two reasons: 1️⃣ To verify your region & prevent spam 2️⃣ To enable auto-billing after 12 months 👉 Tip: if you only want the free year, set a reminder to turn off auto-renewal before it ends, so you don’t get charged later. ❌ What’s Not Included : No API access No GPT-4 Turbo or GPT-4o No external connectors or Sora video tool No manual control over GPT-5 “thinking mode” 🔥 Honestly, this is a great deal — a full year of advanced AI features for ₹0. I’ve already activated mine — if you haven’t yet, just takes 2 minutes. #OpenAI #ChatGPTGo #ArtificialIntelligence #AIIndia #ProductivityTools #ChatGPT #AIRevolution #FutureOfWork #TechNews #IndiaTech #GPT5 #AIUpdates #Innovation #AIFreeAccess
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Avinash A.
Qualcomm • 11K followers
🚗 Small Cars Are Back — And Heading for a 5-Year High India’s small-car segment—once considered stagnating—is making a massive comeback. Sales between September–November 2025 are projected to hit 749,000 units (0.749 million), the highest in five years, as per JATO Dynamics. 🔥 What’s powering this resurgence? 🟢 GST cut on small cars from 28% → 18% has sharply improved affordability. 🛻 Compact SUVs & sub-4-metre vehicles dominate—every second car sold this season is likely a compact SUV. 🏦 Bigger discounts + easier financing boosted both retail and fleet buying. 🌆 Urban and rural demand rising in parallel for the first time since 2021. 🚙 Mini MPVs (Maruti Omni, Renault Triber) are maintaining strong traction. 🚗 Micro cars (Alto K10, S-Presso) are declining as buyers upgrade to larger, better-equipped models. 📈 2025 Forecast (Sept–Nov): Hatchbacks: 226,000 (0.226M) Micro cars: 25,425 (0.025M) Mini MPVs: 44,714 (0.044M) Sedans: 72,938 (0.073M) SUVs: 380,116 (0.380M) Grand Total: 749,195 (0.749M) 💡 Big Picture: India’s compact-mobility segment is not shrinking—it’s transforming. With lower GST, festive momentum, and new model launches, small cars are firmly reclaiming their role at the heart of India’s passenger-vehicle market.
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Abdelrahman Bakr
Siemens Digital Industries… • 9K followers
A new feature request comes in. Just a small change. “Add a new type of notification,” they said. The developer opens the existing NotificationManager class. It’s 500 lines long. Handles emails, SMS, push, even in-app banners. He adds a new if condition. Then another. And another. A week later, there’s a bug. Notifications stop working in production. 🔁 The reason? The Open/Closed Principle was violated again. ➕ Adding new features by modifying existing code introduces risk. Instead of modifying, the class should have been extended. Interfaces. Inheritance. Polymorphism. These aren’t buzzwords—they protect your systems from collapsing under change. 👉 Great software is built to grow, not just to run. Do your classes welcome change, or do they break under it?
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Anuj Sharma
GoDaddy • 15K followers
🤯 Tricky Frontend Interview Questions for Experienced Frontend Folks - New Blog Post at FrontendGeek.com ✅ setTimeout polyfill implementation in JavaScript Here is the post link - https://lnkd.in/di7iVSiT 🚀 What's hard in the setTimeout polyfill implementation Most of the frontend candidates approach this question using while loops to track the time, but that is not an efficient approach to implement this question because while loops are blocking in nature and freeze the application You should be familiar with "requestAnimationFrame" to implement this polyfill. Check out at MDN - https://lnkd.in/d9YSJG7f ⬇️ Comment down if you have encountered any tricky polyfill questions in your interview. --- ✅ Check out FrontendGeek.com to prepare for all rounds of Frontend Interviews with the best curated resources for free. 🚀 Follow Anuj Sharma & FrontendGeek to stay tuned with Frontend Interview preparation tips, development & jobs-related stuff #frontend #interview #frontendinterview #javascript #js #polyfill #questions #react #preparation #javascriptinterview #frontendgeek
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Chintan Parmar
Emburse • 7K followers
While exploring the updated Dineout section in Swiggy, I noticed a small usability issue. When the Swiggy Dineout tab is selected, a purple gradient overlay appears at the top, but the location text loses contrast and becomes difficult to read. In high-frequency apps like Swiggy, even small readability issues can impact usability because this header is one of the first elements users interact with. A couple of possible improvements could be: • Increasing contrast between text and gradient • Slightly reducing overlay opacity • Using adaptive text color based on background brightness These are small details, but they’re the kind of refinements that often separate good UI from great product experience. Curious if others have noticed this as well. #UX #MobileApps #ProductThinking #AndroidDev #DesignFeedback #Swiggy
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Gurjant Singh
Rüdiger Wöhrl GmbH • 1K followers
India’s leading used‑car marketplace Spinny is raising a record $160 million in a Series G round to acquire GoMechanic, aiming to weave on‑site servicing into its platform. This move marks a strategic pivot from pure ecommerce to a full‑stack automotive ecosystem. 🔑 Key insights: 🤝 Vertical integration – Spinny will now own the vehicle‑care chain, from inspection to repair, reducing friction and cost for sellers and buyers. 🚗 B2B service layer – The acquisition opens new revenue streams by turning Spinny into a service hub for partner garages and selling warranties or financing. 📈 Accelerated growth – With control over the entire life‑cycle, Spinny could cut service costs 15 % for sellers and lift resale values up to 10 %. Analysts note that the deal positions Spinny to capture a larger share of India’s 70 M‑vehicle market while delivering faster turnaround times. This trend—e‑commerce platforms adding end‑to‑end services—signals a broader shift in the automotive sector. What business models do you see emerging from this vertical convergence? 🚀 #india #automotive #b2bservices #startups
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Mohammed Zaid Shaikh
Cubosquare Technology Pvt… • 876 followers
hi SAURABH SINGH but what you think of this thought, that It’s strange how the EV narrative has flipped in just a few years. There was a time when the entire market conversation was: “EVs will be cheaper than petrol and diesel. Running cost will drop, maintenance will drop, and the planet will benefit.” And honestly, that made sense. Early projections, Mahindra’s E20, and multiple policy papers all pointed toward an affordable electric future. But then reality took a U-turn. Instead of prices dropping, EVs suddenly entered the ₹15–18 lakh bracket, making the “affordable future” feel like a luxury segment. Add to that a government subsidy that looked good on paper but ended up giving a bad taste in implementation — and it’s hard to ignore the contradictions. Many experts now argue this was part of a larger play: Push EVs as the future Increase pricing aggressively Capture higher margins And still frame the narrative around “subsidy” and “climate action” Which raises a tough question: Was the priority really the planet, or was it the economics? The irony is that the shift to EVs was supposed to reduce the financial burden on people and accelerate sustainability — instead, it became a premium product story dressed as environmental progress. The strategy feels less like green transition and more like green monetisation.
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Rajakumar Hegde
Nokia • 426 followers
Bangalore traffic: Is there any way to solve? Yes. There is.... Subscription based mass transport for Car owners Just a Thought Why so much of traffic : Simple. There are too many cars. Car owners mostly travel alone in their cars. Solution : Provide them with safe, convenient, simple and economical solution. You name a road in Bangalore and there is a traffic Jam. It takes hours to travel a short distance. Most of them are office goers, and one person in car. AI alone cannot probably solve this problem. But AI along with mass transport can. In my opinion, if someone can pick you up from your home and drop you to the office location at the same cost as your car or less with same convenience and dignity. I believe most of the car owners will say yes. Need of the Hour : An App that can help the car owners to register their pick up and drop location on a monthly basis. You are travelling with other fellow car owners with a reserved seats, no juggling around, no rush, at a cost less than your car fuel for the same journey. Remember these people would not go in the BMTC due to heavy rush and timing issues. So treat them with respect and dignity. Why only car owners? 1. They are the ones on the road every day causing traffic jams. 2. It will not hit the taxi and auto segment. Even they need to survive. All that is needed is, an App that should collect the data (pick up and drop location). Use AI to make a proper routing, no of trips required, timing etc. Vehicles should be small (15-18 seaters) that can pick from small roads. And off course travel time should not exceed car timings, by routing into too many pick up locations. These people are spending Rs 80-100 per 10 kms. If 15-18 are going in a single vehicle, definitely the cost can reduce. Once the App is available, it is matter of engaging with travel companies for vehicles and service. I think it should be possible. Let me know your thoughts on this, short comings etc..
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Udit Agarwal
Google • 56K followers
🛵 Designing a Vehicle Rental System from Scratch - LIVE in our LLD Cohort In our upcoming Low-Level Design session (Aug 2nd, Saturday), we’re taking on a real-world problem: LLD of a Vehicle Rental Service (like ZoomCar, Revv, or Ola Rentals). Not a theory-heavy session - we’ll solve it live. Hands-on. From scratch. Fully working code by the end. 💡 But what makes this problem worth solving? It covers some practical challenges: ✅ How to model multi-branch vehicle inventory ✅ Extensible strategy pattern for vehicle allocation (lowest price today, maybe location priority tomorrow) ✅ Booking overlaps & time slot conflict handling ✅ Custom pricing per branch + per vehicle type ✅ Separation of concerns between service layer, data layer, strategy layer ✅ Clean design with extensibility in mind 🚀 What you'll walk away with: - Deep understanding of clean class design - Usage of Strategy, Factory, and other patterns in a real system - How to model time-slot-based bookings in memory - Production-grade architecture for an interview or real project This isn’t just a session to “clear interviews”. It’s a session that helps you design better software and think like an engineer. If you’re someone who learns by building, not just watching... 🛠️ Join the LLD cohort: https://lnkd.in/g5wRmYcb 🎯 Want to master HLD from scratch? https://lnkd.in/gc5CTR_T ⚙️ Learn Multithreading hands-on: https://lnkd.in/gnMiiwwR 🧩 DB Schema Design — Like BookMyShow: https://lnkd.in/gt23NhRD 📺 Free YouTube Videos: https://lnkd.in/g_AJX4_9 🤝 1:1 Mentorship with me: https://lnkd.in/gs74cURD #LLD #LowLevelDesign #ObjectOrientedDesign #SystemDesign #DesignPatterns #BackendEngineering #LLDProblems #LiveCoding #CleanCode #TechInterviews #Java #DesignInterviews #EngineBogie
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Aravindhan K V
Golden Hippo Technology Pvt… • 13K followers
ZOHO - ULAA (Made in India - Made for the world) Strong Privacy Protections Built‑in ad and tracker blockers: blocks unwanted pop‑ups, push notifications, tracking scripts. Multiple “Modes” / Profiles Ulaa offers several isolated modes for different types of browsing, each with its own settings, theme and restrictions. Productivity Integrations Ulaa isn’t just about privacy; it tries to bring useful tools. Integrated note taking (Zoho Notebook), search (Zia Search), annotator tools (screen capture + annotate on pages). Security / Enterprise Capabilities Disabling of APIs that compromise privacy (e.g. communication of websites with devices in your network). Great Job Zoho Ulaa Browser #Madeinindia #Sridharvembu #Manivembu #Proudofzoho
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Daniel Santos
Ford Motor Company • 3K followers
Just shared some notes: Breaking Down Android’s OTA Update Engine A deep dive into how Android applies OTA updates — from applyPayload() to DeltaPerformer, actions, and partition writers. If you’re into embedded systems or OTA infrastructure, you might find it useful. #Android #OTA #Embedded #SoftwareEngineering
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Shivam Pawar
Bridgenext • 3K followers
I cancelled three autos in 15 minutes in Pune — all because the drivers said, “Sir, meter se chalna padega.” (Sir, we’ll have to go by the meter.) I was travelling from Chinchwad Junction to Wakad. First driver called — “App (Ola / Uber) ka rate mein nahi chalega, sir. Meter se chalna padega.” (The app fare won’t work, sir. We’ll have to go by the meter.) I cancelled. Second driver — same line. Third driver — same request again. Honestly, it was frustrating. Finally, I decided to stop reacting and start listening. I agreed to go by meter. As the ride began, I asked him, “App ka ride kyun nahi lete aap log?” (Why don’t you accept rides at the app price?) What followed wasn’t an argument — it was a conversation. He explained calmly: “Sir, sab log 17 rupaye per kilometer lete hain. Ola Uber competition ke chakkar mein 14 rupaye per kilometer kar diya. Usme se bhi commission kaat lete hain. EMI bhi bharni hoti hai, petrol alag, maintenance alag… ghar ka kharcha kaise chalega?” (Sir, everyone charges ₹17 per kilometer. Due to competition, Ola/Uber reduced it to ₹14 per kilometer. From that, they also deduct commission. We have EMIs to pay, fuel costs, maintenance… how will we manage household expenses?) According to him, when fares were higher and incentives attractive, many drivers purchased autos on loan. “Tab rate theek tha sir, tab gaadi li. Ab rate kam ho gaya, par EMI toh utni hi hai.” (Back then the rates were fair, so we bought the vehicle. Now the rates have reduced, but the EMI remains the same.) Then I raised the obvious concern: “But meter pe trust kaise karein?” (How can we trust the meter?) He responded with a practical solution. “Sir, aap Google Map chalu rakho. Shortest distance dekho. Agar 10 km dikha raha hai, toh 17 rupaye ke hisaab se 170 rupaye. Utna hi lena hai. Aapke saamne hi hisaab.” (Sir, keep Google Maps on. Check the shortest distance. If it shows 10 km, then at ₹17 per km it becomes ₹170. I’ll charge exactly that. You can calculate it yourself.) No arguments. No pressure. Just transparency. But here’s the other side. App-based rides promise transparency and fixed pricing. If the fare shows ₹X, that’s what we expect to pay. When drivers demand meter or negotiate offline, it feels uncomfortable and unreliable. And let’s be honest — meters are not always trustworthy either. Some drivers may: • Take intentionally longer routes • Use malfunctioning meters • Or somehow make the meter run faster Sitting in that auto, I realised this isn’t a simple “driver vs customer” issue. Everyone is adjusting. No one is fully satisfied. By the time I reached Wakad, I didn’t just complete a ride — I completed a perspective shift. Maybe the real conversation isn’t about “meter vs app.” Maybe it’s about whether the current pricing structure is sustainable for everyone in the ecosystem. Curious to hear thoughts. #Pune #Ola #Uber #GigEconomy #UrbanMobility #PlatformEconomy #StartupIndia Ola Cabs Support Uber Advertising
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Sameer Taneja
Google • 29K followers
The best Indian products don't replace people with tech. They build tech that amplifies what people already do well. Take the gig economy debate happening right now. The question isn't just "can we optimize the algorithm to match drivers with riders faster?" It's "how do we build systems that account for cash payments, variable phone connectivity, language barriers, and the social dynamics of how people actually work?" Swiggy's delivery partners don't just follow app instructions blindly - they call customers, negotiate drop points, and adapt to local context in ways no algorithm predicted. You can't automate away the human layer. You have to design for it. That's what makes product development here so challenging - and honestly, so rewarding. You're not just solving technical problems. You're designing for the messy, complex, beautiful reality of how millions of people actually live. What patterns have you noticed building products in India? #productmanagement #india #gigeconomy
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Rohit Ghumare
motia • 50K followers
"6 Financial Rules to Make You Rich!" 1️⃣ Car Buying Rule (24-10-50 Rule) - Make at least a 20% down payment when buying a car. - Your car loan tenure should not exceed 4 years. - Your car EMI should not be more than 10% of your monthly income. - The car's price should not be more than 50% of your annual household income. 2️⃣ House Buying Rule (3-20-30-40 Rule) - The price of the house should not exceed 3 times your annual income (with some flexibility up to 5 times if loan rates are lower). - Home loan tenure should not exceed 20 years. - EMI for the house should not exceed 30% of your monthly income. - You should make a 40% down payment from your savings. 3️⃣ THE-BI Rule (Before Investing) - Secure Term Insurance (10-15x your annual income, plus your liabilities). - Get Health Insurance to cover major medical expenses. - Build an Emergency Fund (equal to 6 months of expenses). - Only after these are sorted, start investing for the long term (retirement). 4️⃣ Rule of 72 - To estimate how many years it takes to double your money, divide 72 by your annual return rate. - For example, at 8% return: 72/8 = 9 years to double your investment. 5️⃣ Asset Allocation Rule - Invest 100 minus your age (in percent) in equities (stocks), rest in safer instruments (debt/fixed deposit/bonds). - Adjust based on your risk appetite and responsibilities. 6️⃣ Budgeting Rule (50-30-20 Rule) - 50% of your income for needs (rent, groceries, basic expenses). - 30% for wants (lifestyle, outings, education). - 20% for savings. 7️⃣ Bonus Rules: - Total EMI Rule: Combined EMI for all loans should never be more than 36% of your monthly income. - Credit Card Rule: Use max 30% of your credit limit, and always pay your full outstanding balance monthly. --- One of the best use cases of Perplexity Comet Browser. It saves me hours by summarizing videos quickly, allowing me to extract essential data in seconds.
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Pradeep Kumar
NetApp • 15K followers
Parking Lot is the most common LLD interview question. . . . . Most developers design it like this: ParkingLot Slot Car Bike building,floor .... This is incomplete. Real interview-level design includes: • Slot allocation strategy • Pricing strategy • Vehicle types abstraction • Extensible design - Enums - use some design patterns make the design flexible enough and with future extensions in mind. Interviewers test your thinking, not just entities. Design patterns like Strategy make your design extensible. quick short video about this pattern in the first comment. https://lnkd.in/gqACcz2r This separates junior and senior engineers. Day 3/30 of posting LLD content follow and write your thoughts.
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Sreerag Panat
DailyDoseOfPM • 11K followers
“Product management is garbage…. …if you have no idea what it is. My SDE friends in startups complain that their product manager is utterly useless because apparently, they add no value to the team. But if you work with a great PM, it will blow your mind to know how they can shape your workflow and efficiency.” I was talking to a friend who has been working in product for 4 years in 2021. He is good at what he does and is articulate as well. But when I asked him what he understands by product management, it was eye-opening. Now that I have experience working as a PM in early to mid-stage startups, I share a very similar opinion. I don’t care what we name a person who has to think of product vision, strategy, product discovery, user journey, value proposition, and market strategy. But if we wish to name that person as product manager, the value they can add to the company is unquestionable. Since 2021, I have been obsessed with the idea of becoming a great PM. In the process, I have watched 100+ hours of Product Management content through Podcasts and videos, read at least 2 dozen peer-reviewed papers, and also read 3 books on the same subject. It took so much time (and Marty Cagan’s content) to truly appreciate the essence of being a PM. No wonder freshers are confused about this role. There are lots of courses and content online but it lacks a first principles approach. Too much jargon. Product Management is all about managing 4 risks. 1) Value risk - does the product deliver value for users? 2) Usability risk - will the users be able to use the product? 3) Feasibility risk - is it technically possible to build the product? 4) Viability risk - even if all the above risks are mitigated, will it make business sense to build the product? Try to answer these above questions and you’re on your way to becoming a PM! If you are trying to switch to Product Management and looking for a community of learners, join this one with 1600+ members - https://lnkd.in/dVMnmJRu
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Sneha M.
Swiggy • 31K followers
🚨 No More Bike Taxis in Karnataka from June 16 High Court says no relief and Services to stop From June 16, bike taxis will stop running in Karnataka. The High Court has refused to allow them to continue, which means companies offering bike taxi services must shut them down. For many people, especially in cities like Bengaluru, this is a big problem. Bike taxis were a bit cheap and fast for short distances or when you’re in a hurry. Even though I haven’t tried them myself, what I’ve heard is that they save a lot of time. A trip that takes 30 minutes in an auto or cab? Bike taxis can do it in 15. This is not just about saving money it’s about convenience, speed, and beating traffic. Now people are asking if bike taxis are allowed in most Indian cities, why is Karnataka banning them especially in a city already struggling with traffic.
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