Vladyslav Manzyuk's Work | ContraWork by Vladyslav Manzyuk

Vladyslav Manzyuk

Vladyslav Manzyuk

Offline AI integrator: local RAG, OCR, no cloud

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Followed by Ergini K

Warsaw, Poland

Work Posts About

Warsaw, Poland

Cover image for Open thermodynamic multi-agent simulation and

Open thermodynamic multi-agent simulation and survival game in Python: mass-conserving chemistry, ecology grid, genetics, barter market. Playable Pygame/TUI plus headless runs for experiments.

Cover image for Price forecaster for used PC

Price forecaster for used PC parts: CatBoost + RSS news + local Qwen correction, 7/14/28-day scenarios in a desktop app. Docker, Python, honest eval with no-guarantee disclaimers.

Cover image for Linda Probe - offline file

Linda Probe - offline file search for Windows: names, text inside documents, OCR for scans, photo search by description. EN/PL/RU, no cloud, Microsoft Store release.

Cover image for Linda - offline AI-text detector

Linda - offline AI-text detector (EN/PL/RU). Windows app + PDF reports, no cloud. Left: check report (99%, authorship split, per-sentence scores). Right: app with heatmap and verdict. Ensemble: stylometry + 2 transformers, calibrated sensitive/precise modes. Shipped in Microsoft Store, models on Hugging Face, method docs with honest limits.