A self-hosted AI agent running in Docker that delivers a personalized daily briefing through Discord and email every morning without any manual input. It pulls top Reddit posts, Steam deals over 50% off, and VCT esports results, then packages everything into a custom HTML email with full dark mode support. It also responds to an on-demand coaching command that fetches the last 5 competitive matches and generates a structured breakdown covering aim, positioning, economy, and utility in about 45 seconds. Switching from GPT-5.1 to GPT-4o-mini after identifying a cost inefficiency reduced weekly API spend by over 90%.

An AI agent trained using a Deep Q-Network reinforcement learning algorithm. The agent learns from previous generations and improves its decision-making over time as it accumulates more experience through training.

A web app that composes short pieces and shows them as real sheet music. I rebuilt it from an old Python genetic algorithm into a rule-based composer that writes in phrases, develops motifs, and follows chord progressions, then engraves the result on a grand staff and plays it back with a built-in synth. Pick a scene or a key and tempo, choose from more than a dozen instrument voices, and export to MIDI.

An exploration of multi-step automated workflows using n8n, testing integrations for LLM routing, memory management, file handling, and notifications. The focus was on understanding how agent role specialization and state persistence behave in practice as pipelines become more complex.

A fully functional Android application built with Java that incorporates standard Android development patterns including Recycler Views, Services, Intents, and Local Storage, with a focus on building interfaces that are both functional and visually well-designed.

A first-person shooter developed collaboratively with a team of six using Agile methodology inside Unity with C#. Player movement was implemented with attention to actual physics and the relevant calculations rather than relying on default engine behaviour.

Several websites built end-to-end using HTML, CSS, JavaScript, and jQuery on the front end with SQL and PHP handling database management and user input on the back end.

A Proxmox server I run at home for self-hosting. It runs a Jellyfin media server with GPU passthrough, a containerized media pipeline isolated behind a VPN, and remote access through Cloudflare Tunnels and Tailscale. It goes down more than it should, and I learn something every time it does.