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KrithikaKannan17/README.md

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🚀 What I Build

AI-powered distributed systems
High-performance backend infrastructure
Intelligent data orchestration platforms
Cloud-native microservices architectures


Building at the intersection of
machine learning × backend engineering × cloud infrastructure

🎯 Currently Exploring

⚡ Real-time ML inference pipelines
Dynamic batching & model orchestration

🧠 Multi-agent AI systems
Agentic workflows & LLM orchestration

🔍 Vector search infrastructure
Semantic retrieval at scale

📊 Distributed experimentation
A/B testing & feature flagging platforms

🔧 Technical Arsenal

💻 Languages

Python Go Rust Java C++ TypeScript JavaScript SQL R Bash

🧠 AI & Data

TensorFlow PyTorch scikit-learn Pandas NumPy OpenAI Langchain Tableau

⚙️ Backend & Tools

FastAPI Django Flask Spring Node.js React Express GraphQL

☁️ Cloud & Infrastructure

AWS Azure GCP Docker Kubernetes Terraform Linux Git

🗄️ Databases & Queues

PostgreSQL MongoDB Redis Snowflake Kafka RabbitMQ Elasticsearch

🚀 Featured Projects

💎 DATABRIDGE

AI Multi-Agent Financial Orchestration

FastAPI Kubernetes Python Snowflake


Intelligent financial dataset orchestration using multi-agent architecture, microservices, and Gemini AI integration.


🏆 Winner: Best Finance AI @ Hack The Valley X

⚖️ LAW-DER

Agentic Legal Intelligence Platform

Python Vector DB LLM NLP


Multilingual legal intelligence with agentic reasoning, vector embeddings, semantic retrieval, and optimized caching.

🔗 DIGITAG

Blockchain Provenance System

Blockchain ICP NFT Smart Contracts


Decentralized provenance tracking with NFT-based ownership verification on Internet Computer Protocol.


🏆 Winner: Best ICP Hack @ HackCanada

♟️ WAGWAN-CROODIE

Deep RL Chess Engine

PyTorch FastAPI RL Next.js


CNN/ResNet chess bot trained on 100K+ positions via self-play and MCTS with real-time evaluation interface.

💼 Experience

🏦 Royal Bank of Canada

Automation Developer


  • Developed Blue Prism RPA bots on Service Platform to automate financial transactions and GL entries, integrating workflows with RFT/RFX and SAP systems
  • Executed comprehensive QA and regression testing for automated workflows, identifying defects early and ensuring transaction processing stability
  • Participated in code reviews, deployments, and ticket completion within Agile delivery cycle

🏛️ Qatar Financial Centre

Data Engineer


  • Engineered automated data validation and anomaly detection pipelines using Python and SQL to identify irregularities in financial datasets, improving data integrity by 35%
  • Developed predictive analytics and visualization dashboards with Tableau and Power BI, integrating real-time data streams to uncover behavioral patterns and operational trends
  • Engaged with business and technical stakeholders to align NLP-driven threat intelligence features with evolving regulatory requirements

🚗 Toyota Motors

Software Developer


  • Provisioned and secured AWS infrastructure including EC2, S3, RDS, and VPCs, implementing IAM policies and network security best practices
  • Developed automation scripts using AWS CLI, Python, and Terraform to streamline infrastructure hardening and security compliance tasks
  • Presented analytics insights and threat intelligence findings to business and technical stakeholders, aligning deliverables with regulatory requirements


🎯 Areas of Interest

AI Systems Engineering
Multi-agent orchestration • LLM deployment & fine-tuning
Vector databases • Semantic search infrastructure

Backend Architecture
Distributed systems • Microservices design
Event-driven architecture • High-throughput APIs

Cloud & Infrastructure
MLOps pipelines • Kubernetes orchestration
Infrastructure as Code • GitOps workflows

🔨 Currently Building

⚡ Real-Time ML Inference
Low-latency model serving with dynamic batching

🧪 Distributed Experimentation
Feature flagging & A/B testing framework

🤖 Agentic Workflow Systems
Multi-agent orchestration platforms

🔍 Vector Search Engine
High-performance semantic retrieval


Let's Build Something Extraordinary



Open to Software Engineering & Data Science Opportunities



Pinned Loading

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