Alex

Background & Focus

I work independently rather than inside a company — mostly quantitative trading and AI-driven media, and the backend systems that hold them together. Currently based in Tbilisi.

My focus centers on high-leverage software: algorithmic trading engines that run 24/7 without intervention, automated content pipelines that turn raw data and code into polished media, and lean backend architectures that perform reliably with low maintenance overhead.

Core Domains

Prediction Markets & Quant Systems: Building backtested strategies, order execution layers, and risk-adjusted position sizing (Kelly Criterion, Hierarchical Risk Parity) primarily around prediction platforms like Polymarket.

AI Media Pipelines: Creating programmatic video generation engines with Remotion, multimodal LLM pipelines, and automated rendering workflows for technical explainers and high-throughput content.

Backend Engineering: Fast, deterministic Python and TypeScript systems, event queues, SQLite/PostgreSQL architecture, and automation agents designed for minimal operational friction.

Get in Touch

I collaborate with small, informal teams and founders building ambitious tools, and offer a limited number of advisory/consulting sessions on trading architecture, AI media pipelines, and tech strategy.

Reach out directly via email at you@example.com or explore my work on GitHub .