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jaiswal-naman/README.md

Naman Jaiswal

AI Engineer | NIT Rourkela | Building Production-Grade AI


Typing SVG


LinkedIn   X   Gmail   GitHub   Medium


Profile Views    GitHub followers    GitHub stars


💥  Who Am I?

const naman = {
    role: "AI Engineer | Full Stack Developer | Researcher",
    past_roles: {
        intern: "AI Developer @ ThinkingStone — Voice AI & Autonomous Agents",
    },
    education: "B.Tech @ NIT Rourkela (2024-2028)",
    Portfolio & resume : { namanjaiswal.in }
    expertise: {
        ai_ml: [
            "🧠 Deep Learning & Transformers (PyTorch, TensorFlow)",
            "🤖 Multi-Agent Systems (LangChain, CrewAI, AutoGen, LangGraph)",
            "🗣️ Voice AI & Real-time Systems (LiveKit, WebRTC, Deepgram)",
            "📊 RAG Pipelines (ChromaDB, Pinecone, Weaviate, FAISS)",
            "🔧 LLM Fine-tuning & Prompt Engineering",
            "🎯 Production ML, MLOps & LLMOps"
        ],
        engineering: [
            "💻 Full-Stack (FastAPI, Flask, React, Next.js, Streamlit)",
            "🐳 DevOps (Docker, Kubernetes, GCP, Fly.io, CI/CD)",
            "🗄️ Databases (PostgreSQL, MongoDB, Supabase, Redis, Vector DBs)",
            "🔌 Real-time (WebSockets, RPC Workflows, MCP Framework)"
        ],
        research: [
            "🔬 NLP & Transformer Architectures",
            "👁️ Computer Vision & Vision Transformers",
            "🎙️ Conversational AI & Human-Machine Interaction",
            "🤖 Autonomous Agent Design & Cognitive Architectures"
        ]
    },
    achievements: {
        ntse: "🏆 NTSE Scholar — Top 1000 out of 1M+ students nationwide",
        child_scientist: "🔬 State Child Scientist — Govt. of India",
        school: "📚 96.2% in CBSE Class 10th"
    },
    philosophy: "Take AI from research papers → production systems"
};


⚡ Impact Metrics

Project Impact
🎙️ RAG Voice AI Real-time voice agent, sub-100ms latency
📡 VoiceMon Production observability for Voice AI
📄 CogniDocs RAG document intelligence platform
DistriNews Distributed Transformer training with DDP
🛒 EcomIntelligence RAG + MCP product assistant
🧠 GPT from Scratch 124M params, 94% spam accuracy
👁️ ViT Language Model Vision Transformer + decoder LM
🏥 VetScribe AI Medical transcription, 2-3x real-time
🏢 ThinkingStone 99.9% uptime, zero-downtime deploys
🤖 Agents 20+ autonomous agents built

💼  Professional Journey

🤖  AI Developer Intern — ThinkingStone

June 2025 – August 2025 · Remote

🎙️ Voice AI & Autonomous Agent Systems

  • Architected core AI voice agent logic — intent parsing, dialogue state management, intelligent fallback strategies
  • Built autonomous AI agents with tool-use capabilities using ReAct pattern for reasoning & action selection
  • Developed real-time audio pipelines with LiveKit SFU for dynamic multi-party voice sessions & agent handoffs
  • Created microservices using Docker + MCP framework for call orchestration, session metadata, and RPC workflows
  • Deployed on Fly.io edge network with auto-scaling, health checks, and zero-downtime rolling updates → 99.9% uptime
  • Integrated Supabase + WebSockets for live ingestion, transcript storage, and agent memory persistence → sub-100ms latency

🛠️  Tech Arsenal

AI / ML / Deep Learning

Python PyTorch TensorFlow Keras scikit-learn HuggingFace OpenAI spaCy

Agentic AI & LLM Engineering

LangChain LangGraph CrewAI AutoGen LlamaIndex DSPy OpenAI API

Full Stack & Backend

FastAPI Flask Next.js React Streamlit JavaScript REST API GraphQL

Cloud, DevOps & Infra

Docker Kubernetes GCP Fly.io GitHub Actions MLflow MCP

Languages

Python C++ Java C Go JavaScript MATLAB

Databases & Storage

PostgreSQL MongoDB Supabase Redis Pinecone Weaviate ChromaDB

Data Science & Tools

NumPy Pandas Matplotlib Jupyter Git Linux VS Code

🎙️ Voice AI & Real-time Systems

LiveKit SFU · WebRTC · Deepgram STT · ElevenLabs TTS · Vosk · Audio Pipeline Development · Intent Parsing · Dialogue State Management · WebSockets · Real-time Streaming · RPC Workflows

🤖 Agentic AI Deep Dive

LangChain Agents · ReAct Pattern · Tool Use & Function Calling · Multi-Agent Orchestration · Agent Memory Systems · Task Planning & Decomposition · Chain-of-Thought Prompting · Tree-of-Thoughts · Agent Evaluation Frameworks · CrewAI · AutoGen · MetaGPT · LlamaIndex Agents · DSPy · OpenAI Assistants API · Agent Protocol · Cognitive Architectures


🎓  Education & Certifications

🎓  Education

🏛️ National Institute of Technology (NIT) Rourkela
Aug 2024 – May 2028
B.Tech — Expected Graduation: 2028

📜  Certifications

Complete Data Science, ML, DL, NLP Bootcamp — Udemy
Generative AI with LangChain & HuggingFace — Udemy
Mathematics for Data Science & GenAI — Udemy

📚 Relevant AI/ML Coursework
Domain Courses
Core AI/ML Machine Learning, Deep Learning, RL, Statistical Learning Theory
Deep Learning Neural Networks, CNNs, RNNs, GANs, VAEs
NLP & LLMs NLP, LLMs & Transformers, Sequence Models, Text Mining
Agentic AI Multi-Agent Systems, Autonomous Agents, Knowledge Representation
Computer Vision CV, Image Processing, Object Detection, Visual Learning
Advanced RL for Robotics, PGMs, Federated Learning, MLOps, AI Ethics
Foundations DSA, Linear Algebra, Probability & Statistics, Distributed Systems

📊  GitHub Stats

   

🤝  Let's Build Together

💬 I'm always open to collaborating on AI/ML research, open-source contributions, and engineering challenges at scale.

If you're working on LLMs, multi-agent systems, voice AI, or production ML — let's connect!


LinkedIn   Email   X


💡 "Building production-grade AI systems that actually ship — not just pretty demos."


⭐️ From Naman Jaiswal · Last Updated: Feb 2026 🚀

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  1. rag-voice-ai-agent rag-voice-ai-agent Public

    Real-time RAG-powered Voice AI Agent for industrial equipment support. Features voice chat (Deepgram STT + ElevenLabs TTS), Groq LLM inference, MongoDB Atlas Vector Search, React frontend, FastAPI …

    Python

  2. voicemon voicemon Public

    🎙️ Production-grade observability platform for Voice AI applications. Real-time monitoring, metrics collection, alerting & dashboards for LiveKit, Pipecat, VAPI. Built with OpenTelemetry, Prometheu…

    Python 1

  3. Cognidocs-End-to-End-AI-Document-Intelligence-Platform Cognidocs-End-to-End-AI-Document-Intelligence-Platform Public

    Cognidocs is an end-to-end AI document intelligence platform built using advanced Retrieval-Augmented Generation (RAG). It enables document ingestion, semantic search, conversational Q&A, and multi…

  4. distrinews distrinews Public

    Distributed Transformer Training with PyTorch DDP - Learn distributed ML training with comprehensive explanations

    Python 2

  5. EcomIntelligence-Real-Time-Product-Assistant-with-RAG-and-MCP EcomIntelligence-Real-Time-Product-Assistant-with-RAG-and-MCP Public

    Real-time e-commerce product intelligence assistant powered by RAG, LangChain agents, and Multi-Channel Processing (MCP) for intelligent product queries with live web scraping integration

    Jupyter Notebook