AI, machine learning, and full-stack development solutions I've built from idea to working product.

A machine learning powered platform that converts raw data, web insights, and conversations into structured business narratives and consulting-style presentation decks.

An AI-powered customer intelligence dashboard that combines churn prediction, sentiment analysis, and LLM-driven recommendations to help businesses identify at-risk customers and make better retention decisions.

A banking lead scoring dashboard that ranks prospects by subscription likelihood and turns prediction results into sales-ready prioritization insights.

A 16-bit RPG battle game that lets players mint characters, battle for seasonal rewards, and enter crypto through familiar QR payments without needing DeFi knowledge.

A public service assistant that answers citizen questions from official SOP documents, helping users understand SKCK, lost report, permit, and police service procedures faster.

A production-style MLOps pipeline that covers dataset experimentation, automated preprocessing, MLflow model training, CI retraining, Docker packaging, and observability with Prometheus and Grafana.

An AI-powered canteen recommendation system that uses content-based filtering to match menu items with user budget, category, and meal preferences, helping users find relevant food faster and reducing ordering friction.

A personal finance assistant that records expenses and income from chat or receipt inputs, organizes transactions automatically, and helps users understand spending patterns.

A flood mapping system that detects affected areas from imagery, compares analysis results, and turns visual inputs into faster, more scalable disaster assessment support.

An e-commerce analytics dashboard that combines order, customer, product, and delivery data to monitor sales performance, customer distribution, product trends, and logistics bottlenecks.

A campus lost-and-found portal that helps students report, search, and coordinate item returns through clear posts, location context, and direct communication.

A health screening app that estimates diabetes risk from patient indicators and presents quick, easy-to-understand results for early decision support.

A vegetable image recognition app that identifies 15 produce categories from uploaded photos and presents clear confidence results.