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ShreyasManchanda/README.md

AI/ML Engineer · Agentic Systems · NLP · LLM Orchestration

Building production AI systems that reason, retrieve, and act — not just autocomplete.

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What I build

I'm a 3rd year CSE student at SRM Institute of Science and Technology (CGPA 9.36/10) who ships AI systems end-to-end — from agent orchestration and RAG pipelines to production REST APIs.

My focus is agentic AI: multi-agent systems where LLMs collaborate, plan, and execute tasks autonomously. I've deployed 10+ autonomous agents in production at RMgX Technologies, cutting pipeline latency by 25%.

Currently hunting for AI/ML internships (Summer 2026) — remote or Delhi NCR.


Experience

AI/ML Intern · RMgX Technologies Built a hierarchical multi-agent system using LangChain + LangGraph + CrewAI — 10+ autonomous agents coordinating in production. Achieved a 25% reduction in end-to-end pipeline latency. Designed agent communication protocols and tool-use scaffolding for real-world task decomposition.


Featured Projects

Project What it does Stack Key Result
CMPT* AI competitive pricing intelligence — crawls stores, resolves ambiguous market signals with CrewAI agents CrewAI · Gemini · FastAPI Production-ready pricing engine
TAG Image captioning API with fine-tuned PyTorch model + Gemini PyTorch · Gemini · Flask 27% faster inference vs baseline
Dumb It Down RAG pipeline that converts dense academic text into student-friendly summaries FAISS · LangChain · Gemini 40% comprehension improvement (n=30)

Stack

LLM & Agents

LangChain LangGraph CrewAI Gemini

ML / DL

PyTorch TensorFlow FAISS

Backend & Infra

FastAPI Flask Python

Frontend

React Next.js JavaScript


Certifications (completing this month)

  • 🟠 AWS Certified AI Practitioner (Generative AI)
  • ☁️ AWS Cloud Practitioner
  • 🔵 Oracle Cloud Infrastructure — Data Science

Research

📄 Paper in progress — EEG Signal Processing for Alzheimer’s Disease Detection using Convulation Neural Netwworks


Currently

  • 📚 Finishing cloud certs (AWS + Oracle) this month
  • 🤝 Open to AI/ML internships for Summer 2026 (remote or Delhi NCR)

"The best way to understand a system is to build one."

Popular repositories Loading

  1. TAG TAG Public

    Computer vision API that generates image captions and structured metadata using Gemini and PyTorch.

    CSS

  2. DumbItDown DumbItDown Public

    RAG pipeline that simplifies dense academic text into easy-to-understand summaries for students.

    Python

  3. CMPTR CMPTR Public

    AI-powered pricing intelligence platform that analyzes competitor prices and generates market-aware pricing recommendations.

    Python

  4. ShreyasManchanda ShreyasManchanda Public