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modelpath-dev

Chandan Kumar modelpath-dev

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Overview Repositories 28 Projects Packages Stars 4

Overview
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Projects
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modelpath-dev/README.md

> 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

Backend & Infra

Data & Storage

> featured_projects.showcase()

📌 Pinned Projects

A curated set of my pinned repositories — 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
🛡️	ShieldPrompt	PII-masking middleware for LLMs (PyPI · MCP server)	LLM Safety PII
👤	Facematch	Face recognition & matching system	CV Recognition
🎙️	Vocat	Voice-based interview agent	Voice Multimodal
🗣️	whisper-finetune	LoRA fine-tuning of Whisper-small for Hindi ASR on Common Voice 17	ASR LoRA PEFT

> contributions.graph()

Worked at ISRO → Built AI systems at annam.ai → contributed to turocrate.ai → then neurofin.ai

 ╔══════════════════════════════════════════════════════════╗
 ║  "The best model is the one that ships." — me, probably ║
 ╚══════════════════════════════════════════════════════════╝

Open to collaborations on AI/ML projects

Pinned Loading

Bitwiser-1q1 Bitwiser-1q1 Public

TypeScript 2
ShieldPrompt ShieldPrompt Public

Python
Facematch Facematch Public

Python 1
Vocat Vocat Public

HTML
whisper-finetune whisper-finetune Public

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

Python

modelpath-dev (Chandan Kumar) · GitHub