32 Projects — All Creative Works.
Production-grade ML, NLP, LLMs, RAG, Computer Vision — each with GitHub source, live Streamlit demo, and full problem/solution/results breakdown.
Iran Airspace Crisis Analysis
ML predicting airline financial losses from the Feb–Mar 2026 Iran airspace closure.
Ask My Docs — Production RAG
Hybrid BM25 + vector retrieval with cross-encoder reranking, citation enforcement and CI-gated evaluation.
Credit Card Fraud Detection
End-to-end MLOps pipeline with SHAP explainability on severely imbalanced financial data.
LLM Fine-tuning: LoRA + DPO
Fine-tuned Qwen2.5-1.5B for function calling using LoRA/QLoRA + DPO on 112K examples.
Pakistan Economic Analytics
GDP forecasting & macroeconomic dashboard 2000–2025. ML pipeline, 40+ unit tests, CI/CD.
Real-Time Multimodal RAG
Production multimodal RAG with hybrid retrieval, Redis cache and observability. p95 latency 4.93ms.
War Economic Impact Prediction
ML predicting GDP change from armed conflicts on 100K+ records. Optuna tuning, SHAP, MLflow.
AI Job Displacement Analysis
GradientBoosting R²=0.93 for AI-driven job displacement 2020–2026. Production API, Docker, CI/CD.
Stock Market Prediction
XGBoost, LightGBM, Random Forest ensemble. Flask REST API, Docker, CI/CD.
Loan Approval Prediction
ML loan prediction with MLOps pipeline, Flask API, Docker and automated testing.
E-commerce Retention Pipeline
Repeat-purchase prediction and expected-spend modelling. FastAPI, Docker, CI/CD.
Salary Prediction MLOps
Ridge regression with Flask API, MLflow tracking, pytest automation, Docker, CI/CD.
Walmart Calendar Data Science
Production Walmart calendar analysis, Flask REST API, Docker, EDA.
Online Retail Data Science
End-to-end data science for online retail with EDA, feature engineering, production deployment.
Chocolate Sales Prediction
Production ML for chocolate sales. Flask API, Docker, GitHub Actions CI/CD.
Stocks MLOps Flask
MLOps-ready regression project with Flask and Docker for stock market analysis.
Fake News Classification
TF-IDF & Logistic Regression with MLOps, Flask API, Docker, CI/CD.
Reviews Sentiment Analysis
ML pipeline for review sentiment. Flask API, Docker, feature engineering.
BigCodeBench LLM Project
LLM for code understanding on BigCodeBench dataset. REST API, Docker, CI/CD.
Realtime Multimodal Assistant
Real-time STT→LLM→TTS streaming with circuit breakers. FastAPI, faster-whisper.
WorldVQA MLOps Pipeline
End-to-end MLOps for visual question answering. Flask, Docker deployment.
World Famous Places NLP
Production NLP analysing world famous places. Flask REST API, Docker.
Olympic Countries Efficiency
ML predicting Olympic medal performance. 25 countries, 15 Summer Games 1960–2016.
Mental Health Prediction
ML for mental health prediction with MLOps best practices, Flask API, Docker.
Household Power Consumption
ML time series prediction for household power. Flask REST API, Docker, MLOps.
World Bank Population Analysis
World Bank population analysis ML with data pipeline and EDA.
AI Productivity Analysis (R)
R-first data science pipeline for AI productivity prediction with Flask/Docker.
Bug Dataset MLOps
End-to-end ML pipeline for bug dataset. Full MLOps, Flask API, Docker.
Parkinson's Risk Predictor
Production ML with REST API, Docker, model monitoring, MLOps.
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