Gate 01
The Studio
- Approach
- Experience
- Results
Hi. I am Iron, your site guide.
AI / Data / Product Engineering by
I build AI tools, data platforms, and product interfaces that turn complex workflows into practical systems.
Gate 02
AI / Data Systems
- AI Engineering
- Data Platforms
- MLOps
Gate 03
Insights / R&D
- Field Notes
- Research
- Experiments
Projects
Research, legal AI, energy analytics, packages, and interface systems - each with a compact proof trail.
Gate 04product
Legal AI workflow
AMCU Procurement Copilot
A production-oriented demo MVP for AMCU/Prozorro matters: it imports tender evidence, resolves public legal sources, runs structured AI steps, and keeps every draft inside a lawyer-review boundary.
- Partner-review package: intake, issues, evidence gaps, argument matrix, draft complaint, memo, red-team critique, citations, and trace.
- Public-source routing across Prozorro, AMCU/Rada, complaint candidates, and official EDRSR open-data court metadata.
- Strict schema validation and unsupported-claim marking prevent the AI output from pretending weak evidence is established fact.
Gate 05research
MSc Data Science thesis
Smart Energy Arbitrage
A defended energy-arbitrage system with Dagster/FastAPI/Postgres, a Nuxt operator dashboard, deterministic LP/V2+ evidence, and bounded DT/HF shadow comparisons. The boundary is explicit: preview/read model only, no bids and no autonomous dispatch.
- Public Ukraine BESS Arbitrage Index turns thesis work into a source-backed analytics product.
- Operator preview separates official DAM/IDM rows, forecast-store rows, readiness, strategy evidence, and no-execution controls.
- Research evidence includes LP/oracle, V2+, DT safe-switch, and HF value-aligned shadow lanes with documented claim boundaries.
Gate 06collection
Selected course finals / 2025-26
AI / Data Coursework Lab
A focused archive of recent coursework with enough depth to stand behind: controlled ML evaluation, statistically grounded product experimentation, and production-shaped streaming and batch data pipelines.
- Three substantial final-course projects selected from the last two years, not a dump of every homework repository.
- Covers controlled AI/ML evaluation, product decision-making, and practical data infrastructure.
- Each tab carries its own result trail, technical stack, and source repository.
Gate 07package
Published Vue package
@fulliron/fluid-text-vue
One typed component, three materials. Letters react to your cursor, push their neighbours and flip into alternate text. Tune surfaces, transitions and Living letters in the playground, export your settings, or enable optional Balloon squeeze sounds.
- Smoke, Liquid and Balloon share a typed Vue and plain-JavaScript API.
- 72 package tests passed for transitions, lifecycle, settings and stylised physics before release.
- MIT-licensed package with bundled font notices, live tuning and readable HTML fallback.
Gate 08repository
This site
Full Iron Arcade Platform
A deliberately memorable studio site: pixel-art navigation, multilingual content, responsive station modals, animated guide characters, and a content model that can grow with real projects instead of static resume blocks.
- Private source repo with branch-based review, visual QA screenshots, typecheck, build, and audit gates.
- Custom pixel sprites and fluid title rendering support a distinct but still functional product surface.
- The second screen now behaves like a project archive instead of repeating the first screen islands.
Gate 09repository
Browser graph exploration
Brancher.io extension work
Interactive browsing-history graph work that sits between product UX, data visualization, and browser-extension thinking - useful as an early proof of interface-heavy graph exploration.
- Demonstrates the same throughline as current work: make hidden workflows visible and explorable.
- Useful positioning bridge between older frontend/product work and current data/AI interfaces.
- Kept as a directional artifact while newer public repos carry the deeper technical proof.