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MusaIslamFahad/README.md

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🧑‍💻 About Me

I build production-ready AI systems that solve real-world problems from LLM-powered agents to end-to-end forecasting pipelines with live deployments.

🚀 Currently an AI Intern @ CodeAlpha | 🎓 Pursuing B.Sc. CSE (Major: Data Science) @ Daffodil International University 🇧🇩 |
💼 Open to internships, collaborations & AI opportunities

🔹Interests : LLMs · RAG Systems · NLP · Computer Vision · Time Series Forecasting

🔹Focus : End-to-end ML pipelines · Intelligent agents · Explainable & deployed ML systems

Always building. Always shipping. ⚡

🧰 Tech Stack

💻 Languages & Frameworks


Python C HTML5 CSS3 Git

🤖 AI / ML & Data Science


PyTorch TensorFlow Hugging Face OpenCV Scikit Learn NumPy Pandas Matplotlib

🧠 LLMs & Generative AI


OpenAI API LangChain Pinecone Transformers Prompt Engineering RAG Systems

⚙️ AI Engineering & MLOps


LLMOps CI/CD FastAPI Docker

📊 Data & Analytics


MySQL PostgreSQL Power BI Data Analysis

⭐ Featured Projects

Here are my top AI/ML Engineering & LLM projects:

DeepTrace

🔍 DeepTrace

AI Image Provenance Detection

Multi-generator AI image detector (Stable Diffusion, Midjourney, DALL·E 3, Flux, etc.) with Grad-CAM explainability and production async serving.

  • 🧠 Supports 5+ major AI generators
  • 📊 Grad-CAM visual explanations
  • ⚡ FastAPI + Celery + Docker architecture

Python PyTorch FastAPI Docker Repository

🤖 LangGraph Customer Support Agent

Stateful Multi-Agent System

Intelligent agent that classifies queries, analyzes sentiment, routes to specialists, and auto-escalates when needed.

  • 🔀 Conditional graph-based routing
  • 🚨 Smart sentiment-based escalation
  • ✅ Fully tested with pytest

Python LangChain Repository

 LangGraph Agent
NewsSense AI

📰 NewsSense AI

Full-Stack NLP News Understanding

Classifies headlines into 10 categories, detects sentiment, and extracts entities in ~2–3 seconds. Live on Vercel.

  • ⚡ 3 transformer models running in parallel
  • 🏷️ Zero-shot classification with BART
  • 📊 Animated confidence visualization

Python Next.js Vercel Live Demo

🛢️ WTI Oil Price Forecasting

End-to-End Time Series ML Project

56-year oil price analysis with geopolitical feature engineering, regime detection, and multi-model forecasting.

  • 📈 ARIMA · Prophet · LSTM with walk-forward validation
  • 🌍 10 geopolitical events quantified
  • 📊 Interactive Streamlit dashboard

Python Streamlit Live Dashboard Repository

 WTI Oil Forecasting
AI Travel Guide

🌏 AI Travel Guide

Desktop AI Travel Assistant

GPT-4o-mini powered desktop app for exploring cities with interactive maps and real-time Wikipedia integration.

  • 🗺️ Live geocoding + Folium maps
  • 🖼️ Automatic Wikipedia image fetching
  • 🌗 Light / dark theme support

Python OpenAI Repository

😴 Sleep Disorder Prediction

Explainable ML Classification

Predicts Insomnia, Sleep Apnea, or None from health & lifestyle data with high accuracy and SHAP explainability.

  • 🏆 97.33% test accuracy
  • 🔍 Full SHAP explainability
  • 🔁 Stratified CV + hyperparameter tuning

Python scikit-learn Repository

 Sleep Disorder Prediction

📊 GitHub Analytics



🤝 Connect With Me

LinkedIn   Gmail   GitHub

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  1. wti-oil-price-forecasting wti-oil-price-forecasting Public

    A full end to end data science project analysing 56 years of WTI crude oil prices from exploratory analysis through geopolitical event quantification to ARIMA, Prophet, and LSTM forecasting deploye…

    Jupyter Notebook 4

  2. deeptrace deeptrace Public

    Multi-generator AI image provenance detection - identifies Stable Diffusion, Midjourney, DALL·E 3, Flux or real photographs with calibrated confidence, Grad-CAM and async batch serving.

    Python

  3. newssense-ai newssense-ai Public

    Intelligent News Understanding System which classify any news headline or article into 10 categories, detect sentiment, and extract named entities using state of the art NLP.

    TypeScript 4

  4. langgraph-customer-support-agent langgraph-customer-support-agent Public

    An intelligent, stateful Customer Support Agent built with LangGraph and LangChain. It categorizes incoming queries, analyses their sentiment, and either routes them to the right specialist handler…

    Python 3

  5. sleep-disorder-prediction sleep-disorder-prediction Public

    A supervised ML classification project that predicts sleep disorders- Insomnia, Sleep Apnea, or None from health and lifestyle features including age, BMI, stress level, sleep duration, and blood p…

    Jupyter Notebook 2

  6. ai-travel-guide ai-travel-guide Public

    A Python + Tkinter desktop travel guide powered by GPT-4o-mini that explores landmarks, restaurants, and local events for any city worldwide, with an interactive map and auto-fetched Wikipedia images.

    Python 2