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Faraz6180/README.md

🎯 30-Second Pitch

I'm an AI/ML Engineer who builds production systems, explains AI clearly, and ships fast. I don't just build models — I build AI solutions that solve real business problems.

✅ Production Systems ✅ Speed Under Pressure ✅ Clear Communication
RAG pipelines, LLM APIs, ML inference deployed 17+ hackathons, 48–72hr prototypes 115+ technical articles, 1,500+ monthly readers

🏆 Proof Points

🎓 Stanford Code In Place — Section Leader

Selected top 100 from 900+ global applicants Taught Python to international students · Improved completion rates by 25% · Rating 4.8/5.0

🥇 Harvard CS50x Puzzle Day 2025

Perfect 9/9 score — Beat 1,000+ global participants Proves: Complex problem solving under time pressure

🏆 UC Berkeley CALICO — Top 12%

96th / 820 teams globally (48 countries, 1,816 contestants) Solved 9/12 algorithmic problems in 3-hour time limit

🚀 17+ International AI Hackathons

IBM Granite Winner · DeepSeek Finalist · Replit x Cursor Finalist Proves: I ship production-ready prototypes fast

☁️ AWS Activate — $150K Credits

Selected for cloud startup program Proves: Trusted by AWS to build scalable AI

📈 Elite Program Selection

1337 Ventures Top 5% · McKinsey Forward · Y Combinator Startup School · Founder Institute Pakistan 2025

🔥 Featured Projects

🛡️ SerisAI — Fraud Detection System

Real-time ML fraud detection & prevention

  • 94% accuracy in fraud detection
  • 50,000+ daily transactions processed
  • Stack: Python FastAPI PostgreSQL OpenAI API AWS Lambda
  • Status: ✅ In Production

🤖 DevAI — AI Debugging Assistant

Context-aware code analysis & automatic fix suggestions

  • Reduced bug-fixing time by 40%
  • Stack: LangChain OpenAI FastAPI VS Code API
  • 🏆 DeepSeek Hackathon Finalist

🔬 Aptimi — AI Research Assistant

Semantic search over 1M+ academic papers

  • Cut research time by 80%
  • Stack: Python LangChain FAISS Streamlit
  • 🏆 Replit x Cursor Hackathon Finalist

📊 ChurnGuard — Customer Analytics

Predictive ML for customer retention

  • 92% accuracy churn prediction
  • Enables targeted intervention strategies
  • Stack: PyTorch Scikit-Learn Streamlit

🧰 Tech Arsenal

Languages

Python JavaScript TypeScript

AI / ML Stack

LangChain OpenAI Hugging Face PyTorch Scikit-Learn

Specializations: RAG Systems (FAISS · Chroma · Weaviate) · AI Agents (LangGraph · CrewAI) · Fine-Tuning (LoRA/QLoRA) · Prompt Engineering · Computer Vision

Backend & Cloud

FastAPI Node.js PostgreSQL Redis AWS Docker

Frontend

React Next.js Tailwind

📊 GitHub Stats

GitHub Streak

Faraz's Activity Graph

📝 Latest Articles on Medium

  • 📌 Building Production RAG Systems with LangChain
  • 📌 Fine-Tuning LLMs on a Budget: LoRA vs QLoRA
  • 📌 How to Automate Customer Support with AI Agents

➡️ Read all 115+ articles on Medium →

🎓 Education & Accelerators

B.S. Software Engineering — National University of Modern Languages (NUML) · Graduating July 2026

Program Status
🚀 Founder Institute Pakistan 2025 ✅ Selected
💼 1337 Ventures Alpha Startups (Cohort 64) ✅ Top 5% Global
☁️ AWS Activate Program ✅ $150K Credits
📈 McKinsey Forward Program ✅ Completed
🎓 Stanford Code In Place ✅ Section Leader
🏫 Harvard Business School Online ✅ Entrepreneurship Essentials
🌱 Y Combinator Startup School ✅ Business Fundamentals

💼 Open To

Full-Time: AI/ML Engineer · Generative AI Developer · AI Solutions Architect · Founding Engineer Contract: RAG Systems · LLM Fine-tuning · AI Agents · End-to-end ML Pipelines Location: UAE · Saudi Arabia · Qatar · Remote Availability: August 2026 · Visa sponsorship required

📞 Let's Build Something Amazing

Email Me LinkedIn Portfolio Hackathons All Links

📍 Faisalabad, Pakistan · 🌍 Open to UAE / Saudi Arabia · ✈️ Available August 2026


"I don't just build AI — I build AI that solves real problems for real businesses."


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