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Huzaifa525/README.md

Huzefa Nalkheda Wala

AI Product Engineer — I build things that work in production, not just in demos.


What I Do

AI Product Engineer at Ruby CRM / CleverFlow (Dubai). I build production AI systems — RAG pipelines, document intelligence, computer vision, LLM fine-tuning. 20,000+ req/s. 10,000+ documents/month. 45+ features shipped. 99.5% uptime.

Previously: fine-tuned medical LLMs, published 5 models on Hugging Face, won Vadodara Startup Festival (250+ startups), hold a design patent for medical IoT.


What I'm Building

claude-code-optimizer npm

Optimize Claude Code token usage. 22 skills, 8 hooks, 6 rules. One npm install. Zero manual steps. Cut costs by 67%.

npm i -g claude-code-optimizer

Skills Hooks Rules CLI Open Source

SubfloIn Progress

AI-powered subscription tracker. Scans Gmail for payment receipts, auto-detects recurring subscriptions using any LLM (Ollama, OpenRouter, Groq, OpenAI). No bank API. No card linking. Just Gmail + AI.

Next.js 16 TypeScript Prisma PWA Self-Hosted


Published AI Models

Model Downloads What It Does
MedGenius_LLaMA-3.2B 1,200+ Medical LLM — 89% accuracy, +86% ROUGE-1 over base
MedGenius_LLaMA-3.2B-Q4_K_M-GGUF 400+ Quantized version for local deployment
Medical Intelligence Dataset 800+ 40,443 medical dialogues — open source

Production Work at Ruby CRM / CleverFlow

System Scale Tech
Document Intelligence API 10,000+ docs/month FastAPI, OpenCV, LLM Vision, OCR
Email Intelligence (RAG) Production pipeline Qdrant, SentenceTransformers, Redis
Floor Plan Inspector CV compliance tool Computer Vision, YOLO
WhatsApp AI Agents Customer automation LLMs, WAHA, n8n workflows
Vector Search Optimization 60% latency reduction Qdrant, hybrid search, RRF
Redis Caching Layer 40% API cost reduction Redis, FastAPI

Tech Stack

AI/ML        PyTorch · Transformers · LangChain · LlamaIndex · LoRA/QLoRA · GGUF
LLMs         Fine-tuning · RAG · Embeddings · Vector Search · Qdrant · Faiss
CV           OpenCV · YOLO · Detectron2 · OCR
Backend      FastAPI · Node.js · Express · PostgreSQL · Redis · MongoDB
Frontend     Next.js · React · TypeScript · Tailwind
DevOps       Docker · GitHub Actions · CI/CD · AWS S3 · Vercel

Numbers


Writing


"Two hours of scrolling won't change your life. Two hours of building might."

Pinned Loading

  1. claude-code-optimizer claude-code-optimizer Public

    Optimize Claude Code token usage — 22 skills, 8 hooks, 6 rules. One npm install. Zero manual steps. Cut costs by 67%.

    Shell 9

  2. subflo subflo Public

    AI-powered subscription tracker. Scans Gmail for payment receipts, auto-detects recurring subscriptions using any LLM. No bank API. No card linking. Just Gmail + AI.

    TypeScript

  3. SBSPS-Challenge-4106-AI-Recruiter---Shortlist-a-Suitable-Candidate-for-Specific-Job SBSPS-Challenge-4106-AI-Recruiter---Shortlist-a-Suitable-Candidate-for-Specific-Job Public

    Forked from SmartPracticeschool/SBSPS-Challenge-4106-AI-Recruiter---Shortlist-a-Suitable-Candidate-for-Specific-Job

    Created By Huzefa Nalkheda wala for IBM Hack Challenge 2020