// fig. 05 — the workshop

Built after hours & in production

A co-op game about a bankrupt retrieval agency, a community for mountaineers, multi-agent fraud analysis, recommender frameworks — side projects and shipped systems.

Black Commission

A 1–4 player online co-op retrieval game set in 2098: run a nearly bankrupt surface-recovery agency on an abandoned Earth, taking increasingly bizarre commissions from Martian clients.

Unity · C# · Netcode · Gameplay Systems +1

Summit

A recording tool and peak-centric community for alpine climbers and high-altitude trekkers — expedition logs auto-generated from GPS tracks, altitude curves, and geo-arranged photos.

React Native · Expo · Fastify · PostgreSQL +2

Agentic Fraud Analysis

An intelligent multi-agent system for automated fraud detection, investigation, and mitigation using the Model Context Protocol (MCP).

Python · MCP · Multi-Agent · LLM +2

Core Shopping Recommendation System

A modular recommendation system framework for e-commerce featuring DIN, DIEN, DCNv2, BST, XGBoost Ranker, and Two-Tower models.

Python · PyTorch · TensorFlow · XGBoost +2

ML Pipeline Agent

An AI-powered tool that automatically converts ML research code into production-ready DAG pipelines.

Python · LLM · DAG · Jupyter +2

Mini Model - Fraud Diagnostics Platform

An end-to-end pipeline for automated fraud trend analysis, model performance diagnostics, and feature importance evaluation.

Python · BigQuery · Dataproc · Spark +2

RLHF Alignment Template

A comprehensive template for aligning Large Language Models using Reinforcement Learning from Human Feedback (RLHF).

Python · PyTorch · RLHF · Docker +2

Inna T'Union Pier - Hotel Website

A fullstack end-to-end hotel website with booking system, content management, and responsive design.

React · Next.js · TypeScript · Node.js +2