Out[2]:
# projects — sorted by domain
Things I've built
Eight projects spanning computer vision, NLP, business analytics, and full-stack web systems — from a CNN that reads faces to a chatbot that takes coffee orders.
Facial Emotion Recognition System
A CNN that classifies human emotion from grayscale facial images — built the preprocessing pipeline, trained and validated the network, then saved the architecture and weights for inference.
pythontensorflowkerasopencvcnn
Steam Review Sentiment Analysis
An NLP pipeline that labels Steam reviews positive or negative — text cleaning, feature prep, model training, and evaluation via precision, recall, and confusion matrices.
pythonscikit-learnpandasnlp
TikTok Shop Sales Analytics Dashboard
An interactive Power BI dashboard turning transactional sales data into KPIs, filters, and drill-downs across revenue, product, pricing, and commission.
power biedadataviz
Credit Card Data Analysis
Mined customer behaviour and risk indicators from credit card data — cleaning, normalization, and feature selection, then compared Decision Tree vs Naïve Bayes classifiers.
wekaclassificationdata mining
Kampung Budiman Sports Day Registration
A community registration system built with real stakeholders — requirements gathering, development, and a System Usability Scale evaluation to validate the design.
phpmysqlsus eval
Car Rental Management System (CarGo)
A vehicle booking platform with session-based auth and a real-time AI chatbot that handles natural-language customer queries.
phpmysqlai chatbot
AI-Powered Coffee Chatbot Website
A conversational ordering site powered by the Gemini API, with dynamic message handling and real-time context-aware replies.
gemini apijavascriptgenai
Hotel Management System
A booking platform handling reservations, availability tracking, and payments, with optimized MySQL queries and input validation throughout.
phpmysqlcrud