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HumzaAwan/README.md

πŸ‘‹ Hi, I'm Muhammad Humza

πŸŽ“ AI & Machine Learning Specialist | Data Scientist | Analyst
πŸ“ Lahore, Pakistan | πŸ“« [email protected]
🌐 LinkedIn β€’ GitHub


🧠 About Me

I'm an enthusiastic and versatile AI & Data Science professional with a strong foundation in Machine Learning, Computer Vision, LLMs, and Data Analytics. With experience across academic research, internships, and real-world projects, I specialize in building end-to-end intelligent systems powered by Python, SQL, and modern AI frameworks. Whether it’s developing a multimodal recommender system using RAG + LangChain + Weaviate, crafting AI agents with LangGraph, or deploying real-time computer vision pipelines for student behavior detection, I’m passionate about transforming data into meaningful, automated solutions.

πŸ”§ Tech Stack

Languages & Frameworks:
Python, SQL, TensorFlow, PyTorch, R, Stata, LangChain, LangGraph, OpenCV, YOLOv8, Flask, FastAPI

Specializations:

  • πŸ’» Machine Learning & Deep Learning
  • πŸ€– AI Agents & LLMs (GPT-4, Gemini, CLIP)
  • πŸ“Š Data Visualization & Forecasting
  • 🧠 Computer Vision & NLP
  • πŸ” Retrieval-Augmented Generation (RAG), Multimodal Systems
  • ☁️ AWS, GCP | PostgreSQL, MySQL | Weaviate, FAISS

πŸš€ Highlight Projects

πŸ”’ Automated Attendance & Engagement Monitoring System
A fine-tuned facial recognition and behavior detection system using OpenCV, TensorFlow, and YOLOv8. Deployed with Flask & SQL backend.

πŸ“„ Essay Writer AI Agent (LangGraph + LangChain)
An autonomous GPT-powered writing assistant using LangGraph for session persistence and real-time research with Tavily API.

🎞️ Multimodal Recommender System (RAG + Weaviate)
A RAG-powered semantic movie recommender with vector search for both text and image inputs using OpenAI & Gemini.

πŸ“‰ Rain Prediction using Stacking + MLP
Hybrid weather forecasting using ensemble models and deep learning for enhanced accuracy.

πŸ“ˆ LAPD Crime Rate Analysis
Statistical insights into crime trends and demographic correlations using regression and multicollinearity checks.

And more: GPA prediction, car price forecasting, IMDB sentiment classification, time-series forecasting, SQL-powered dashboards...

πŸ“š Education

BS Business Analytics – FAST NUCES
Certifications: AWS Cloud Foundations, Quantium & Accenture Data Analytics Simulations

πŸ’¬ Let's Connect!

I love collaborating on impactful AI projects, research, and innovative tech solutions. Feel free to reach out or explore my repos. Let's build the future together πŸš€

Pinned Loading

  1. Essay-Writer-AI-Agent-LangGraph-LangChain- Essay-Writer-AI-Agent-LangGraph-LangChain- Public

    Jupyter Notebook 1

  2. Multimodal-Recommender-System-RAG-LangChain-Weaviate- Multimodal-Recommender-System-RAG-LangChain-Weaviate- Public

    Jupyter Notebook 2

  3. Multimodal-RAG-with-Weaviate-Google-Gemini Multimodal-RAG-with-Weaviate-Google-Gemini Public

    Jupyter Notebook 2

  4. IMDB-Sentiment-Classification-using-BERT IMDB-Sentiment-Classification-using-BERT Public

    Jupyter Notebook 1

  5. Voice-Activated-Agent-with-OpenAI-SDK-For-Trip-Analytics Voice-Activated-Agent-with-OpenAI-SDK-For-Trip-Analytics Public

    A voice-activated agent integrated with OpenAI SDK that transforms natural language queries into dynamic trip data visualizations. This system takes data from CSV files, parsing dates and generatin…

    Python 1

  6. Real-Time-AI-agent-for-analytics-with-open-Ai-sdk-and-React-UI Real-Time-AI-agent-for-analytics-with-open-Ai-sdk-and-React-UI Public

    A comprehensive, real-time speech-to-text analytics system with interactive workflow visualization, powered by OpenAI Whisper, LLM processing, and live data visualization. Features multi-server arc…

    Python 1 1