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samridhsri/README.md

Hi, I'm Samridh 👋

AI/ML Engineer · MLOps · Backend Engineering

I build AI-powered systems, ML infrastructure, and intelligent developer tools.

LinkedIn · Portfolio · GitHub


🧠 What I Build

🤖 Agentic AI          → LLM applications, RAG, AI agents
⚙️ ML Infrastructure   → Training, inference, evaluation & deployment
🚀 AI Inference        → Quantization, optimization & on-device ML
🔧 Backend Systems     → APIs, distributed systems & data pipelines

🚀 Featured Projects

🔬 AI Research Intelligence Platform

An agentic AI platform for researching, retrieving, and synthesizing information from multiple sources.

FastAPI · LangGraph · PostgreSQL · pgvector · Redis · Cohere · Docker


🧠 Triage

An AI productivity agent that turns unstructured thoughts into organized tasks and information.

Python · Gemini · Notion API · FastAPI · Docker


🌱 Plant Disease Detection

Production-oriented computer vision system with optimized inference and infrastructure-as-code.

PyTorch · FastAPI · ONNX · INT8 Quantization · Docker · Terraform · MLflow


🏎️ F1 Race Telemetry Analytics

Real-time race telemetry processing and analytics pipeline.

Kafka · Apache Spark · Python · Streaming Data


🛠️ Tech Stack

AI / Machine Learning

Transformers · LLMs · RAG · Agentic AI · LangGraph · LlamaIndex

Backend & Data

Infrastructure & MLOps

Ray · MLflow · ONNX · Prometheus · Grafana


⚡ Currently Exploring

  • 🧩 Agentic AI architectures
  • 🧠 LLM inference optimization
  • 📦 Model quantization
  • 📱 On-device AI
  • 🔄 Production ML pipelines
  • ☁️ Scalable ML infrastructure

🔥 Contribution Graph


🤝 Let's Connect

Interested in AI, ML infrastructure, or building something interesting?

LinkedIn · Portfolio · Twitter


⭐ Check out my repositories and feel free to reach out.

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  1. dell-case-study dell-case-study Public

    Dell Technologies Data Scientist take-home case study on manufacturing kit cycle time prediction and on-time delivery classification using time-series validated ML models, operational feature engin…

    Jupyter Notebook

  2. music-mindscape music-mindscape Public

    Music Mindscape is an interactive Spotify visualization that transforms your listening history into a force-directed musical mind map. Explore clusters, discover similar tracks, simulate artist inf…

    TypeScript 1

  3. anshi312/startup-autopsy anshi312/startup-autopsy Public

    Startup Autopsy is a multimodal AI agent that analyzes startup inputs (idea description, pitch deck, screenshots) and generates a future post-mortem documentary simulation explaining how the startu…

    TypeScript 2

  4. ranjan2601/DS-GA-1019 ranjan2601/DS-GA-1019 Public

    Jupyter Notebook 1

  5. portfolioWebApp portfolioWebApp Public

    2024 is about to end and I still don't have a decent portfolio website. Gonna build it from scratch using ReactJS. I don't think we will need backend but lets see.

    JavaScript 1 1

  6. ai-research-intelligence ai-research-intelligence Public

    Asynchronous, production-grade RAG platform built with FastAPI, Next.js, LangGraph, and Pinecone. Features hybrid search, Cohere reranking, and Redis-backed parsing.

    Python