Shiplog

A running log of what I build and ship.

Deep dives on AI engineering, MLOps pipelines, and full-stack projects plus the occasional post on what broke along the way.

AI/ML

AI/ML

ModelForge

A monitoring dashboard that asks the question deploying a model never answers: is it still healthy in production?

Sep 1, 2026Read More →
AI/ML

DeskForge

A pixel-art desktop pet that turns typed requests into AI-planned actions validated against a small allowlist, never a raw shell command.

Aug 10, 2026Read More →
AI/ML

SupportForge

A RAG-powered Telegram support bot that simulates its own incidents and customer personas to catch answer-quality regressions before real users do.

Jul 27, 2026Read More →
AI/ML

Credit Card Fraud Detection MLOps

An end-to-end MLOps pipeline for credit card fraud detection DVC for data versioning, MLflow for experiment tracking, and a FastAPI serving layer, all wired into CI.

Jul 17, 2026Read More →
AI/ML

AI Chatbot (RAG)

A document chatbot built with RAG, vector databases, and semantic search.

Jan 25, 2026Read More →
AI/ML

CosmoAI

A full-stack AI wrapper app React frontend, Hono backend that demonstrates how chat and image generation apps talk to AI providers under the hood.

Dec 6, 2025Read More →
AI/ML

PennyWatcher AI

An algorithmic trading system with multi-indicator strategies, paper trading, a REST API, and a live dashboard.

Nov 27, 2025Read More →
AI/ML

Neural IDS: Real-Time DDoS Detection

A hybrid CNN-LSTM intrusion detection system that flags DDoS attacks in real time, with Prometheus and Grafana wired in for monitoring.

May 9, 2025Read More →
AI/ML

Fraud Detection

An earlier pass at credit card fraud detection data cleaning, EDA, and model comparison in Jupyter, ahead of the full MLOps pipeline.

Apr 5, 2025Read More →