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Ayush-srivastava504/Readme.md

Ayush Srivastava

AI Engineer | Machine Learning | NLP | Python Backend

LinkedIn GitHub Email

About Me

I’m an AI Engineer and Software Developer passionate about building intelligent systems using Machine Learning, NLP, and Python-based backend development.

My work focuses on developing AI-powered applications, including semantic search engines, AI assistants, and data-driven automation systems that transform complex data into practical solutions.

Currently exploring LLMs, Retrieval-Augmented Generation (RAG), vector search, and scalable AI systems.

Currently seeking AI Engineer / ML Engineer Internship opportunities.

My Approach

  • AI First Development — Building intelligent applications powered by machine learning and NLP
  • Problem Driven Engineering — Turning complex problems into scalable AI systems
  • Automation with Intelligence — Using AI to automate information discovery and decision making
  • Production Mindset — Designing AI systems with scalable architectures and APIs

What I Do Best

AI Application Development

  • Built AI-powered applications including semantic search systems and developer AI assistants
  • Implemented NLP pipelines and embedding models for intelligent information retrieval
  • Designed AI-driven workflows to automate data processing and knowledge discovery
  • Developed systems enabling context-aware search and natural language queries

Backend & API Engineering

  • Developed Python-based backend services using FastAPI
  • Built REST APIs for AI applications enabling scalable query processing
  • Implemented authentication and microservice-ready architectures
  • Designed backend systems supporting AI model integration

AI & Machine Learning Stack

  • Python for machine learning and AI system development
  • NLP & Semantic Search using embeddings and transformer models
  • Data pipelines for preparing and processing AI datasets
  • Vector similarity search for intelligent information retrieval

Intelligent Systems Engineering

  • Designed AI systems that transform large datasets into actionable knowledge
  • Built semantic search engines and AI assistants
  • Optimized search relevance using embedding-based retrieval
  • Developed scalable systems integrating databases, APIs, and AI models

AI & Machine Learning

Machine Learning Deep Learning NLP LLM Generative AI Vector Embeddings

LLM & AI Frameworks

LangChain LlamaIndex HuggingFace OpenAI API RAG

Programming & Backend

Python FastAPI Flask REST API

AI Infrastructure

Elasticsearch Redis Vector Database Docker

Databases

PostgreSQL SQL MongoDB

DevOps & Tools

Git GitHub Linux CI/CD

GitHub Activity

GitHub Streak

Activity Graph

Featured Projects

Project Description Tech Stack
AI Semantic Search Engine Built an AI search engine using NLP embeddings and vector similarity for context-aware article retrieval Python, FastAPI, Elasticsearch
Developer Docs AI Assistant AI-powered documentation assistant enabling natural language search across technical docs Python, NLP, FastAPI
AI Price Tracking System Automated system for collecting and analyzing product pricing data using web scraping and data pipelines Python, Data Pipelines

Continuous Learning

  • Exploring LLMs and Retrieval-Augmented Generation (RAG)
  • Studying advanced machine learning and NLP systems
  • Practicing Data Structures & Algorithms (LeetCode)
  • Contributing to open-source AI and data engineering tools

Currently Seeking

  • AI Engineer Internships
  • Machine Learning Engineer Internships
  • Generative AI / NLP Intern Roles
  • AI Software Development Opportunities

Get In Touch

LinkedIn GitHub Email

"Data is the foundation — AI turns it into intelligent systems"

Pinned Loading

  1. AI-Search-Engine AI-Search-Engine Public

    AI-powered search engine for technical articles using FastAPI, Elasticsearch, and semantic embeddings for hybrid keyword + vector search.

    Python

  2. Developer-Docs-AI Developer-Docs-AI Public

    FastAPI-based RAG backend that allows users to upload documents and query them using semantic search with OpenAI embeddings and ChromaDB.

    Python

  3. Amazon-Price-Tracker Amazon-Price-Tracker Public

    An end-to-end automated Amazon price tracker that collects price data, maintains history, and displays insights via a live dashboard.

    Python

  4. airflow airflow Public

    Forked from apache/airflow

    Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

    Python

  5. customer-churn-analysis-dashboard customer-churn-analysis-dashboard Public

    E-commerce churn & cohort analysis dashboard built in Power BI. SQL-based transformations + customer retention insights for business reporting.

    Jupyter Notebook