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ipezygj/README.md

Hi, I'm Ilpo ๐Ÿ‘‹

AI-assisted builder. I ship real software by directing AI tools end to end โ€” idea to deployed product. Early-career, AI-assisted (not a senior unassisted engineer); my strength is shipping fast and operating what I build. Open to junior / trainee roles where building with AI is valued.

๐Ÿ“ Finland ยท Remote ยท ๐Ÿ‡ซ๐Ÿ‡ฎ Finnish (native) ยท ๐Ÿ‡ฌ๐Ÿ‡ง English (professional)


๐Ÿš€ Things I've built (AI-assisted, end to end)

โ›“๏ธ Ranger Sovereign Vault โ€” Solana ยท ๐Ÿ† Honorable Mention, 2026 hackathon A delta-neutral funding-arbitrage vault, deployed to Solana mainnet.

๐Ÿ“ฑ Babble Parenting โ€” a parenting mobile app Sound recording, feeding timers, calendar, and memory storage. Taken from concept to a published product.

๐Ÿค– Chimera โ€” trading automation Event-driven design, real-time market data, risk controls, parallel strategy testing.

๐Ÿ›ก๏ธ Cross-chain security tooling โ€” Slither ยท Foundry Static analysis that flags common smart-contract vulnerability patterns across several chains, with automated proof-of-concept checks.

๐Ÿ”” Telegram automation bots โ€” event-driven monitoring & notifications.

๐Ÿ”Ž Public and checkable

ControlBattery โ€” Lean 4 ยท mathlib The statistics a control battery relies on, proved instead of asserted: ล idรกk never exceeds Bonferroni, and Bonferroni's union bound needs no independence assumption. Every result is kernel-checked and CI rejects any proof resting on sorry.

numguard ยท evalgate ยท agent-guard MCP servers agents can call: verify a number before asserting it, run the statistical checks that keep eval claims honest, and check an agent's action before it takes it.

The projects above this line have private source โ€” I'm happy to screen-share any of them live and walk through how they work.


๐Ÿ› ๏ธ How I work

I direct AI tools (Claude) to design, write, debug, and ship software, and I operate the resulting systems. Honest about my level; fast learner.

๐Ÿ“ซ Reach me

ipezygj2@gmail.com

Popular repositories Loading

  1. solana-sss-engine solana-sss-engine Public

    TypeScript 1

  2. evalgate evalgate Public

    Dependency-free statistical checks for AI eval claims: multiple-comparisons correction, LLM-judge bias tests, and leave-one-out fragility. Run them before you publish.

    Python 1

  3. numguard numguard Public

    The verification layer for the agent economy: an agent-callable primitive (MCP) that checks a number before it's asserted โ€” evals, leaderboards, and backtests (Deflated Sharpe) โ€” returns a signed rโ€ฆ

    Python 1

  4. AI-Media-Processor-Pro AI-Media-Processor-Pro Public

    is a powerful desktop application that uses AI to transform your audio and video files. Process videos directly from YouTube or your local folders to create custom audio mixes, instrumental tracks,โ€ฆ

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  5. hummingbot hummingbot Public

    Forked from hummingbot/hummingbot

    Open source software that helps you create and deploy high-frequency crypto trading bots

    Python

  6. ipezygj ipezygj Public

    Quantitative Infrastructure Developer | Hummingbot Gateway V2.1 Specialist

    Python