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jaiswal-naman/README.md

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💥  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)",
    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 12th"
    },
    philosophy: "Take AI from research papers → production systems"
};

🏆  Achievements & Recognition

🎖️ Achievement Board

Year Achievement
🏆 2021 NTSE Scholar — NCERT
Top 1000 out of 1M+ students
Two-stage national examination
🔬 2019 State Child Scientist
Dept. of Science & Technology, Govt. of India
National Children's Science Congress
📚 2024 96.2% — CBSE Class 12th
St. Thomas School, Chunar

⚡ Impact Metrics

Project Impact
🎙️ RAG Voice AI Real-time voice agent with sub-100ms latency, Deepgram + ElevenLabs
VoiceMon Production observability for Voice AI — Prometheus, Grafana dashboards
📄 CogniDocs End-to-end RAG document intelligence — semantic search & conversational Q&A
DistriNews Distributed Transformer training with PyTorch DDP at scale
🛒 EcomIntelligence Real-time product assistant — RAG + MCP + live web scraping
🧠 GPT from Scratch Full transformer architecture, 124M params, 94% spam detection accuracy
👁️ ViT Language Model Vision Transformer + decoder LM for image→text generation
🏥 VetScribe AI Medical transcription SaaS — 2-3x real-time speed, WCAG 2.2 compliant
ThinkingStone Edge deployment with 99.9% uptime, zero-downtime rolling updates
🤖 Agents 20+ autonomous agents built with ReAct, tool-use, multi-agent orchestration

💼  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 (Vector DBs, Episodic Memory) · 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

🏫 St. Thomas School, Chunar Apr 2022 – Mar 2024 CBSE Board — 96.2%

📜  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, Reinforcement Learning, Statistical Learning Theory, Optimization Methods
Deep Learning Neural Networks, CNNs, RNNs, GANs, Variational Autoencoders
NLP & LLMs Natural Language Processing, Large Language Models & Transformers, Sequence Models, Text Mining
Agentic AI Multi-Agent Systems, Autonomous Agents & Planning, Knowledge Representation, Agent-Based Modeling
Computer Vision Computer Vision, Image Processing, Object Detection, Visual Learning & Recognition
Advanced RL for Robotics, Probabilistic Graphical Models, Federated Learning, MLOps, AI Ethics & Safety
Foundations Data Structures & Algorithms, 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 🚀

Pinned Loading

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    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 …

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

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    Forked from sunnysavita10/automated-research-report-generation

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