Software built with NumPy

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        RiskGraph
        RiskGraph

        Estimate what agent mistakes could cost. Compare safeguards using reviewed traces, simulations and uncertainty bounds.

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        Spatially Aware Property Inspection
        Spatially Aware Property Inspection

        One phone video becomes a measured, photoreal 3D model of the room. OpenCV 5 finds and pins damage, shows what was never filmed, and an AI agent proposes accept, repair or refer.

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        Sherlok Ohms
        Sherlok Ohms

        Your breadboard detective. We use computer vision to spot wiring mistakes and compare connections against your intended circuit, helping you spend less time debugging and more time building.

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        phoenix
        phoenix

        An LLM inference server that learns, from its own Sentry traces, how far a small model should guess ahead, including when not to guess at all.

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        Sound Sense
        Sound Sense

        A home sound monitor for deaf and hard-of-hearing people. It learns your doorbell from 8 examples, feels a knock on its table, and runs its encoder on the Ethos-U85. Nothing recorded.

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        antares
        antares

        Antares uses your own robot's recordings to make your simulations run like real life.

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        GridMind AI Lite
        GridMind AI Lite

        An electricity-demand monitoring prototype that visualizes power consumption, flags unusual readings, and explores machine-learning-based anomaly detection using Python.

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        Dreaming
        Dreaming

        Dreaming learns every call your AI agent makes and skips the ones it can predict. Your agent gets cheaper and faster the more it runs.

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        ReBound-MathHacks-2.0
        ReBound-MathHacks-2.0

        Stop going 'cold turkey', and taper off screen time at a pace that adapts to you.

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        Valence
        Valence

        Valence: A project showing that the environment carries the emotional signal, not the face. Valence uses context-aware emotional-state inference, keeping no raw media and explaining every call.

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        GR1D
        GR1D

        A crash tester for data centers against grid faults that knock them offline.

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        Sift — Forensics for Everyone
        Sift — Forensics for Everyone

        A guided digital-forensics tool that finds hidden data in evidence, cracks its encryption, and explains every step in plain English so anyone can follow.

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        TremorNator
        TremorNator

        nearly clinical-grade neurological motor and tremor assessment in your browser: quantifying bradykinesia, tremors, and facial asymmetry instantly via standard webcam vision.

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        VisionAiry
        VisionAiry

        take off. come to me. land.

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        GuardianCV: Privacy-First Gait & Fall-Risk Vision
        GuardianCV: Privacy-First Gait & Fall-Risk Vision

        Privacy-first gait and fall-risk screening from ordinary camera video. OpenCV 5 pixel math, Kalman tracking and an auditable perception agent, with honest measured limits. FastAPI, Docker, AWS tested.

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        Autonomous Mine Countermeasure Robot via Webots & OpenCV
        Autonomous Mine Countermeasure Robot via Webots & OpenCV

        An autonomous AGV simulation utilizing OpenCV spatial moments and HSV masking for real-time target tracking and dynamic obstacle avoidance with a priority-based state machine in Webots.

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        Alexa- Voice Recognition (Voice Gate)
        Alexa- Voice Recognition (Voice Gate)

        Voice Gate verifies who is speaking before Alexa+ can use any tool. Unknown voices never reach the MCP server, and tiered access control limits what guests and enrolled users can do.

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        FlUni
        FlUni

        Saving you from freshman flu! Infection probability and disease containment for college campuses using contact tracing and ML prediction/simulation.

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        Henomaly
        Henomaly

        More than a bird’s-eye view.

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        DermaTrack: Longitudinal ABCDE Melanoma Progression Tracker
        DermaTrack: Longitudinal ABCDE Melanoma Progression Tracker

        Free web tool measuring true millimeter ABCDE metrics & side-by-side lesion evolution using standard coin reference scaling to detect early melanoma.

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        nemotron-nav-agent
        nemotron-nav-agent

        A* plans the route, a proportional controller tracks it, and an NVIDIA Nemotron model on Nebius Token Factory supervises the controller's parameters, each change verified by re-running.

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        Parley
        Parley

        An autonomous freight marketplace where AI agents negotiate privately and coordinate recovery when global shipping is disrupted.

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        Ember
        Ember

        Disaster plans go stale in minutes. EMBER turns texts and calls into a new personalized safety plan for a whole flooded district in under a second

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        Multimodal AI for Melanoma Decision Support
        Multimodal AI for Melanoma Decision Support

        Enhancing skin cancer detection by fusing dermoscopic photos, clinical metadata, and vision-language models into explainable diagnostic workflows.

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