Welcome to @ahikmah/lab
A virtual sandbox for software development experiments, machine learning projects, system designs, and everything in between.
Herdr-Orchestrated AI Agent Workflow
An AI agent workflow orchestrated inside Herdr, coordinated by an external controller, and governed by strict JSON state and artifact contracts.
Open research noteResearch log
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Research Log
Herdr-Orchestrated AI Agent Workflow
An AI agent workflow orchestrated inside Herdr, coordinated by an external controller, and governed by strict JSON state and artifact contracts.
CodexSwitcher: Multi-Account Switching for Codex on macOS
A native macOS menu bar app that adds, stores, switches, and observes multiple Codex accounts without replacing the active login until a transition is valid.
claudex-switch: Codex OAuth Profile Switching for Claudex
A Node.js CLI that selects which named Codex OAuth Credential CLIProxyAPI exposes to Claudex, with guarded mutations, service coordination, and deterministic recovery.
Spring AI & MCP Architecture: Technical Feasibility Study
A technical feasibility study of MCP in a Java Spring backend, with separate LLM reasoning, tool execution, and authorization context.
Google Play Store Review Scraper
A Python and Selenium refactoring project for collecting app reviews with explicit configuration, selectors, retries, and exports.
End-to-End Face Detection & Recognition System
A notebook-based computer vision pipeline that separates face localization from identity matching with embeddings.
Heart Disease Classification
A supervised-learning notebook that compares classification approaches on clinical attributes from the Cleveland heart disease dataset.
Multiclass Text Classification on AWS SageMaker
A notebook-based DistilBERT experiment that follows news classification from exploration and training to SageMaker inference.
Choice-Based Conjoint Analysis
A notebook-based study of choice-based conjoint analysis, from choice-task design to utility estimation and market simulation.
LSTM-Based Customer Feedback Classification in Indonesian
A study of Indonesian customer-feedback classification using FastText embeddings, a bidirectional LSTM, and cross-validation.
PixelCraft: AI-Powered Image SaaS
A full-stack image-manipulation experiment that connects hosted AI transformations with authentication, storage, and billing flows.
Sonar-Based Rock vs Mine Detection
A notebook experiment on binary classification of sonar signal measurements using logistic regression.
NeuroDesk: AI Helpdesk Automation
A full-stack helpdesk experiment that connects text classification, API inference, and a support dashboard.
Bemco Melawan Corona
A small educational game experiment that combines 2D platforming, health-themed collection tasks, and subject-based quizzes.