I'm glad you're here! You've found my tiny space in the digital world. Feel free to explore: whether it's for recruiting, reading my publications in TheJournal. or just looking around. ✨
Hiring? Visit my Professional Profile to see my technical skills and experience.
I am a Software Engineer with hands-on experience in both backend and frontend development. I am driven by a lifelong goal to become a Software Architect dedicated to solve complex problems at scale.
Discover my detailed experience, technical skills, and enterprise contributions.
Local multi-agent editorial pipeline
A pressroom is where a journalist's brief becomes the printed word. Here nine AI agents do the same work, turning source material into a publication-ready article.
A nine-agent LangGraph pipeline that outlines, writes, reviews, humanizes, and publishes MDX with rendered charts and diagrams. Every model runs locally through Ollama.
Local multi-agent equity analysis
Equity plus analyze. Point it at any publicly traded company and it produces a rigorous, multi-model investment report powered entirely by local AI.
A pipeline that runs six valuation models across three scenarios, then chains six AI agents to add context, research news, and write a structured report — fully offline.
Resilient Python monitoring service
A bargain that sold out within five minutes started a habit of checking for deals and, eventually, a price tracker that was almost too good at finding them.
A FastAPI and asyncio service that runs each provider independently. It keeps product history, reports its health, and sends Telegram alerts when a tracked price changes.
Solo distributed full-stack system
An academic assignment became the project that introduced me to software architecture, then placed second among 40 projects even though I built it alone.
A React and Flask writing platform with REST APIs, access and refresh tokens, Redis-backed logout, MinIO storage, Docker networking, and a three-node MySQL cluster.
Python domain and decision-support application
Years of conservative investing led me to build a more disciplined way to study companies as I expand my portfolio, with assumptions and uncertainty kept visible.
A Python tool that separates data loading, normalized metrics, model checks, calculations, scenarios, and CLI or JSON output.
Static publishing and build system
I started this site after a layoff gave me a reason to show more than a résumé or short interview could hold. It grew into a static-first portfolio and publishing platform.
An Astro and TypeScript site with typed content, manifest-driven publishing, generated routes, build-time diagrams and charts, and a small runtime layer.
A unified benchmarking pipeline that deploys Online Boutique locally, on GCP, and on AWS, collects metrics, persists cloud history to BigQuery, and serves results in Grafana and a portable HTML dashboard.
Build a local LangChain chat project with Ollama, from environment setup to a working terminal conversation loop.
A practical look at a serverless AWS video pipeline that turns private recordings into HLS playback through MediaConvert, S3, Lambda, EventBridge, and CloudFront.
Ilka ChaseThe only people who never fail are those who never try.