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modelpath-dev/README.md

Typing SVG


> whoami

class ChandanKumar:
    role   = "AI Engineer | Voice AI"
    
    focus  = [
        "Speech AI",
        "LLMs",
        "Real-Time Voice",
    ]
    stack = [
        "Python",
        "Go",
        "FastAPI",
        "Ruby on Rails",
        "LiveKit",
        "WebRTC",
        "SIP"
    ]
    
    interests = [
        "Conversational AI",
        "Open Source AI",
        "Noise Cancellation",
        "Fine-tuning"
        "Latency Optimization"
    ]
    
    motto = "Ship models, not just notebooks"

I build end-to-end ML systems, from research prototypes to production-grade pipelines. Whether it's fine-tuning a Mistral model, building retrieval-augmented generation systems, or deploying computer vision models for cell segmentation, I love turning complex AI problems into working software.



> tech_stack.load()

AI / ML

Python PyTorch HuggingFace LangChain OpenAI scikit--learn Jupyter

Backend & Infra

TypeScript Java Docker AWS FastAPI

Data & Storage

PostgreSQL MongoDB Redis Git


> featured_projects.showcase()

πŸ“Œ Pinned Projects

A curated set of my pinned repositories β€” spanning LLM safety, speech, computer vision, medical AI, and quantization.

Project What it does Stack
⚑ Bitwiser 1-bit quantization tooling for Apple Silicon Quantization  TypeScript
πŸ›‘οΈ ShieldPrompt PII-masking middleware for LLMs (PyPI Β· MCP server) LLM Safety Β PII
πŸ‘€ Facematch Face recognition & matching system CV Β Recognition
πŸŽ™οΈ Vocat Voice-based interview agent Voice Β Multimodal
πŸ—£οΈ whisper-finetune LoRA fine-tuning of Whisper-small for Hindi ASR on Common Voice 17 ASR Β LoRA Β PEFT

> contributions.graph()


Worked at ISRO β†’ Built AI systems at annam.ai β†’ contributed to turocrate.ai β†’ then neurofin.ai


 ╔══════════════════════════════════════════════════════════╗
 β•‘  "The best model is the one that ships." β€” me, probably β•‘
 β•šβ•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•

Open to collaborations on AI/ML projects

Gmail LinkedIn X

Pinned Loading

  1. Bitwiser-1q1 Bitwiser-1q1 Public

    TypeScript 2

  2. ShieldPrompt ShieldPrompt Public

    Python

  3. Facematch Facematch Public

    Python 1

  4. Vocat Vocat Public

    HTML

  5. whisper-finetune whisper-finetune Public

    LoRA fine-tuning of OpenAI Whisper-small for Hindi ASR on Common Voice 17 (PyTorch, PEFT, Transformers).

    Python