Welcome to @ahikmah/lab
A virtual sandbox for software development experiments, machine learning projects, system designs, and everything in between.
Research Log
Spring AI & MCP Architecture: Technical Feasibility Study
A proof-of-concept implementing Model Context Protocol (MCP) in Java Spring ecosystem, enabling a modular AI architecture where LLM intelligence is decoupled from backend execution tools.
Google Play Store Review Scraper
A production-ready web scraper for extracting app reviews using Selenium, with modern Python best practices.
End-to-End Face Detection & Recognition System
A comprehensive computer vision system that first detects faces in images and then identifies them using deep learning embeddings.
Heart Disease Classification
Predicting heart disease using clinical parameters with 88%+ accuracy using Logistic Regression and Random Forest.
Multiclass Text Classification on AWS SageMaker
End-to-end ML pipeline using DistilBERT for news article classification, deployed on AWS SageMaker with Lambda serverless inference.
Choice-Based Conjoint Analysis
Market research technique using discrete choice modeling to understand consumer preferences for Netflix subscription features.
LSTM-Based Customer Feedback Classification in Indonesian
This study implements LSTM neural networks with FastText word embeddings for multi-class classification of Indonesian customer reviews into categories: Account, Application, Customer Service, and Transaction.
PixelCraft: AI-Powered Image SaaS
A full-stack AI SaaS platform for image manipulation (restore, recolor, remove objects) built with Next.js 14, Cloudinary AI, and Stripe.
Sonar-Based Rock vs Mine Detection
This study applies supervised machine learning to sonar signal data to distinguish between underwater rocks and mines. Logistic regression was selected for its robustness on small, high-dimensional datasets.
NeuroDesk: AI Helpdesk Automation
An intelligent helpdesk ticketing system featuring automated issue classification using LSTM and FastText models to streamline support workflows.
Bemco Melawan Corona
An educational 2D platformer game designed to teach children about COVID-19 prevention through interactive gameplay and quizzes.