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MusaIslamFahad/README.md

MasterHead


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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.


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

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


🚀 Currently an AI Intern @ CodeAlpha

🎓 Pursuing B.Sc. CSE (Major: Data Science) @ Daffodil International University 🇧🇩

💼 Open to internships, collaborations & AI opportunities


🛢️ Built a 56-year WTI Oil Forecasting system · 📰 NewsSense AI (live on Vercel) · 🤖 LangGraph Support Agent


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

📰 NewsSense AI

Full-stack NLP web app which classify headlines, detect sentiment & extract entities in ~2–3s. Live on Vercel.

  • ⚡ 3 transformer models running in parallel
  • 🏷️ 10-class zero-shot classification via BART
  • 📊 Animated confidence chart + entity highlights

🔴 Live Demo

🛢️ WTI Oil Price Forecasting

56-year oil price analysis with geopolitical event quantification, regime detection & 3-model forecasting.

  • 📈 ARIMA · Prophet · LSTM walk-forward validation
  • 🌍 10 geopolitical events quantified with real metrics
  • 📊 5-tab Streamlit dashboard deployed live

🔴 Live Demo

🤖 LangGraph Customer Support Agent

Stateful agentic AI which classifies queries, detects sentiment, routes to specialist handlers or escalates to human.

  • 🔀 Directed graph workflow with conditional routing
  • 🚨 Auto escalation for negative sentiment queries
  • ✅ Fully unit tested with pytest

😴 Sleep Disorder Prediction

Predicts Insomnia, Sleep Apnea or None from health & lifestyle data with 97.33% test accuracy.

  • 🏆 LR & SVM tied at 97.33% test accuracy
  • 🔍 SHAP explainability across all 3 classes
  • 🔁 Stratified 5 fold CV + GridSearchCV tuning

🌏 AI Travel Guide

GPT-4o-mini desktop app which explore landmarks, restaurants & events for any city with live map markers.

  • 🗺️ Real time geocoding & interactive map markers
  • 🖼️ Auto fetched Wikipedia images per result
  • 🌗 Light / dark theme, threaded API calls

♟️ Chess AI

Fully playable chess with an unbeatable Negamax + Alpha-Beta pruning AI, sound effects & custom themes.

  • 🧠 Negamax + Alpha-Beta pruning engine
  • 🏰 Full rules - castling, en passant, promotion
  • 👥 Human vs Human / Human vs AI / AI vs AI

📊 GitHub Analytics


GitHub Streak

🤝 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. 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 3

  3. 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

  4. 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

  5. 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

  6. telegram-weather-bot telegram-weather-bot Public

    A Python Telegram bot that fetches real-time weather data from OpenWeatherMap and automatically delivers hourly reports to your Telegram chat using APScheduler.

    Python 1