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u-faizan/README.md

Hi, I'm Umar Faizan πŸ‘‹

AI/ML Engineer | Deep Learning | GenAI & LLMs

Building intelligent systems with cutting-edge AI technologies

LinkedIn Gmail GitHub


🎯 About Me

Entry-level AI/ML Engineer with hands-on experience in building end-to-end ML pipelines, deploying AI applications, and implementing MLOps workflows. Currently in my final year of BSAI at NUML with a strong foundation in Machine Learning, Deep Learning, NLP, and LLMs.

I specialize in Generative AI, LangChain-based agentic workflows, and RAG systems, with proven ability to deliver production-ready AI solutions. Passionate about turning complex AI research into practical applications that solve real-world problems.

Core Areas:

  • πŸ€– Generative AI & LLM Applications
  • πŸ”— Agentic AI with LangChain & LangGraph
  • 🧠 Deep Learning (CNNs, RNNs, Transformers)
  • πŸ”§ MLOps & Model Deployment
  • πŸ“Š NLP & Text Analytics
  • 🎯 RAG Systems & Vector Databases

πŸ› οΈ Tech Stack

Machine Learning & AI

GenAI & LLM Tools

OpenAI Β Β  LangChain Β Β  Hugging Face Β Β  Gemini

MLOps & Development

Frameworks & Tools

Additional Technologies

  • Scikit-learn, NumPy, Pandas, Matplotlib, Seaborn
  • MLflow, DVC, GitHub Actions, CI/CD
  • ChromaDB, Vector Databases
  • Streamlit, Pydantic, RESTful APIs
  • Coqui TTS, Speech Recognition (STT/TTS)

πŸ’Ό Experience

Data Science Intern | 10Pearls Pakistan | Dec 2025 – Feb 2026

  • Developed Air Quality Index (AQI) prediction system achieving 82% accuracy using real-time API data
  • Implemented CI/CD pipelines with GitHub Actions, reducing deployment time by 70%
  • Automated weekly model retraining with MongoDB integration for data storage and retrieval

πŸš€ Featured Projects

πŸŽ“ EchoVerse β€” AI Language Learning Platform

Final Year Project | Python, LLMs, LangChain, ASR, TTS

  • Built AI-powered language learning app with real-time speech recognition and text-to-speech integration
  • Optimized low-latency STT β†’ LLM β†’ TTS pipeline with prompt engineering for contextual content
  • Developed modular Python backend with multilingual support and avatar-based UI

View Code Video Demo

πŸ” Spam Detection MLOps Pipeline

MLOps | Python, DVC, AWS S3, MLflow

  • End-to-end MLOps pipeline for NLP-based spam detection with experiment tracking
  • Implemented DVC for data versioning and pipeline orchestration with AWS S3 remote storage
  • Achieved high accuracy using TF-IDF vectorization and Random Forest classifier

View Code

πŸ’¬ DataChat Pro β€” AI SQL Assistant

NLP to SQL | LangChain, LLMs, Streamlit

  • Natural language to SQL conversion system using LangChain for accurate database querying
  • Interactive chat interface with automated visualizations and real-time analytics
  • Seamless database interactions through conversational AI

View Code Live Demo

🎯 NextGen Resume Analyzer

AI-Powered ATS Analysis | DeepSeek, Streamlit, SQLite

  • Advanced ATS-compliant resume evaluation system with comprehensive AI analysis
  • Full-stack solution with PDF processing and downloadable JSON insights
  • Provides optimization recommendations for job seekers

View Code Live Demo


πŸŽ“ Education

Bachelor of Science in Artificial Intelligence | 2022 - Jan 2026
National University of Modern Languages (NUML), Islamabad | CGPA: 3.6/4.0


πŸ“œ Certifications

  • Machine Learning Specialization β€” Stanford University (Andrew Ng)
  • Deep Learning Specialization β€” DeepLearning.AI (Andrew Ng)
  • Complete Generative AI Course β€” LangChain and HuggingFace (Krish Naik, Udemy)
  • Oracle Cloud Infrastructure 2025 AI Foundations Associate β€” Oracle University
  • IBM AI Developer Professional Certificate β€” IBM
  • Google Soft Skills Program β€” Google Career Certificates

πŸ“ˆ Current Focus

  • Building end-to-end ML/AI pipelines and deployment strategies
  • Advanced LangChain & LangGraph agentic workflows
  • RAG applications with vector databases
  • MLOps best practices and automation
  • Fine-tuning LLMs for domain-specific tasks
  • Production-ready AI system architecture

πŸ“Š GitHub Stats

Umar's GitHub Stats

GitHub Streak

Top Languages


Let's build intelligent AI solutions together!

Profile Views

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  1. DataChat-Pro---AI-SQL-Assistant DataChat-Pro---AI-SQL-Assistant Public

    🧠 Transform natural language into SQL queries with AI. Chat with your database using plain English - no SQL knowledge required. Features interactive visualizations, smart query suggestions, databas…

    Python 2

  2. Movies-Recommendation Movies-Recommendation Public

    Jupyter Notebook 1

  3. Pearls-AQI-Predictor Pearls-AQI-Predictor Public

    End-to-end ML pipeline for 3-day Air Quality Index (AQI) forecasting with automated data collection, feature engineering, and real-time predictions via web dashboard.

    Jupyter Notebook

  4. spam-detection-mlops-pipeline spam-detection-mlops-pipeline Public

    End-to-end MLOps pipeline for NLP-based spam detection using Python, DVC, and AWS S3 with experiment tracking and reproducible workflows.

    Jupyter Notebook

  5. r-zeeshan/echoverse-v2 r-zeeshan/echoverse-v2 Public

    EchoVerse is an AI-powered English learning app for children aged 6-12, built with Flutter and Firebase. It combines interactive lessons (alphabet, stories, games) with real-time AI conversation fe…

    Dart 1