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Backend

Python

AI services, FastAPI, research prototypes and infrastructure tools.

In practice

  • Human Input: motion & typing

    Developed and compared generative models for mouse motion and typing rhythm in PyTorch.

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Related projects

  • Speech & AI workflow platform

    Meeting recording, transcription and AI processing in one system. From conference bots to custom LLM workflows and local inference.

  • Voice AI platform

    Calls from a contact database, scripted dialogue with GPT and lead qualification. Qualified leads passed to sales, stage-by-stage drop-off analytics and A/B testing of scripts.

  • Bioinformatics · LIFE Hackathon

    A Python/TensorFlow research prototype. Second place as a team.

  • EOBlend — Calculator and Knowledge Base

    Essential oil blends guided by chemical and aromatic profiles.

  • Human Input: motion & typing

    A generator of mouse movement and typing rhythm with natural variation. Turns a target and text into a ready-to-use sequence of actions, with an API and an interactive demo.

Products, systems and ideas brought to life in working software.