Software built with Python

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        SetuScan
        SetuScan

        Agentic crack inspection with OpenCV 5: measures cracks in millimetres, re-looks when unsure, tracks growth, and waits for an engineer's approval.

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        Headvoice
        Headvoice

        HeadVoice turns any webcam into a voice: tilt your head to choose, hold a blink to say it.

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        SynapseSentry AI
        SynapseSentry AI

        Autonomous Code Vulnerability Reasoning & Self-Healing Sentry Powered by NVIDIA Nemotron-70B & Nebius Token Factory

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        Semver Surgeon
        Semver Surgeon

        Breaking dependency upgrades, from detection to deploy, without a human writing the migration. The model proposes; deterministic code decides.

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        WaterGuard: who is cut off after a flood, checked twice
        WaterGuard: who is cut off after a flood, checked twice

        Free satellite data → which villages lost every road, in minutes. NVIDIA Nemotron on Nebius plans the inspection, takes a second look at the imagery and answers rescuers, inside guard rails in code.

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        ReproCase
        ReproCase

        Turn numerical bug symptoms into locally verified regression tests.

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        Video to SQL (vid2sql)
        Video to SQL (vid2sql)

        Video in, SQL out. An OpenCV 5 agent turns video into tables you can query with SQL, every row traced to a second of footage.

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        Sentry
        Sentry

        Sentry is an OpenCV-powered structural inspection tool that detects cracks, separates them from spalling and noise, and escalates uncertain cases to a human reviewer. Deployed on AWS.

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        Homeproof
        Homeproof

        Homeproof turns room photos, receipts and warranties already on your UGREEN AI NAS into a reviewed home inventory, insurance claim pack and warranty tracker. Local AI, every item proof-linked.

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        DualPulse AI: Night-Vision Patient Fall Sentinel
        DualPulse AI: Night-Vision Patient Fall Sentinel

        When hospital rooms go dark, DualPulse AI watches over beds. Powered by OpenCV 5 and AWS Graviton4, it catches real patient falls in real time with alarms.

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        USTAAD
        USTAAD

        One-shot procedure learning for factories: USTAAD turns a single expert demonstration into vision-verified steps, then an OpenCV 5 agent checks every action a new worker performs.

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        Procure It Buyer Desk
        Procure It Buyer Desk

        An AWS agent turns buyer emails and WhatsApp texts into priced, catalogue-backed quote drafts. The owner reviews each decision and approves the reply.

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        Luna Iris
        Luna Iris

        Illumination-aware lunar image registration that aligns the Moon’s surface across extreme changes in lighting, viewpoint, and scale.

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        HAIRLINE — AI Crack Triage & Evidence
        HAIRLINE — AI Crack Triage & Evidence

        Turning crack photographs into calibrated measurements, image-quality checks, and actionable inspection evidence with OpenCV 5.

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        Time Machine CI
        Time Machine CI

        Turn past incidents into cited GitLab Duo reviews and regression tests that block recurring bugs in CI. Your codebase should never forget a bug it survived.

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        RiverSight
        RiverSight

        Public USGS river webcams read the water level, show what's under water, and flag when the camera or the gauge can't be trusted. OpenCV 5 on Graviton, with a human-approved AI agent.

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        Get It Done No Excuses
        Get It Done No Excuses

        One search page for everything I've made: dev.to posts, GitLab projects and issues, and notes.

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        lazycommit
        lazycommit

        lazycommit reads your staged diff and writes the commit message for you. It offers three commit messages generated from the diff, and commits only the one you pick. Every failure path commits nothing.

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        CARLi — Evidence Before Care
        CARLi — Evidence Before Care

        OpenCV 5 turns short pet-care videos into quality checks, timestamped evidence and parent review—without assuming that movement means eating.

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        AeroVision
        AeroVision

        An OpenCV prototype that highlights simulated changes in an aircraft photo, exports visual reports, and uses AWS Lambda to summarise test results.

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        Dark Space
        Dark Space

        ...

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        Spotter
        Spotter

        A talking workout coach that watches your form with OpenCV 5, tells you how to fix it, checks that you did, and changes the plan when your body needs it.

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        AccessProof
        AccessProof

        AI agent that tests keyboard tasks, captures reproducible evidence, and verifies repaired demo forms using NVIDIA Nemotron on Nebius Token Factory.

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        AfterCode Guardian
        AfterCode Guardian

        Evidence-backed change impact analysis with GitLab Duo code review and risk-gated CI/CD releases.

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