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Evode Manirahari

Work

Everything I have built.

Four projects have written case studies: what the problem was, what I built, what it proves, and what it does not. The rest are hackathon builds, experiments, and research spikes, listed with the stage they actually reached.

01Case studies

Four systems

  • Teaching software what experienced technicians notice.

    Current build
  • A phone line that gets better after every call.

    Hackathon build
  • 2026

    DrCrop

    Turning drone flights into acres not sprayed.

    Deployed prototype
  • Staying reachable without staying distracted.

    Experiment

02Archive

Also built

Hackathon builds, experiments, and research spikes. Listed with the stage they actually reached — most of these are not products.

  • Rebuilt ACT's voice-debrief slice as clean, standalone code: describe a job by voice, get asked two sharp follow-up questions, receive a structured teachable card.

    Voice · Next.js · Structured outputs

    Hackathon build
  • Ask your security cameras what happened instead of scrubbing hours of footage — a local, on-device voice agent over multi-camera video.

    On-device AI · Video retrieval · Voice

    Hackathon build
  • Scoped identity, approval, and audit for AI agents before they touch real APIs, CRMs, and internal tools.

    TypeScript · Agent safety · Audit

    Experiment
  • Robot QA without a terminal: upload a mission log, replay it in simulation, detect collisions and path deviations, compare policy versions.

    Robotics · Simulation · Python

    Experiment
  • Probabilistic open-play simulation for football — sample plausible futures from tracking data instead of predicting one.

    Machine learning · Multi-agent simulation

    Research
  • 2026

    Tracer

    Turns a plain-English board idea into structured PCB requirements, a formal spec, and a validation report. Built with a team.

    FastAPI · React · Requirements formalisation

    Hackathon build
  • On-device repair guidance built for the Cactus × Google DeepMind × Y Combinator Gemma voice-agent hackathon.

    On-device models · Voice

    Hackathon build