Software built with Python

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        Customer Churn Prediction System
        Customer Churn Prediction System

        An interactive ML application built with XGBoost and Streamlit that predicts customer churn probability, identifies key risk factors, and provides actionable retention insights.

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        Carbon Pilot: CI/CD That Cuts Its Own Carbon
        Carbon Pilot: CI/CD That Cuts Its Own Carbon

        CI/CD that cuts its own carbon: GitLab Duo agents rewrite wasteful pipelines as draft MRs, deferrable jobs wait for cleaner grid hours, and every gram is measured with the GSF SCI standard.

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        VentureLens
        VentureLens

        A clearer view of where to grow.

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        StudyFlow — AI Study Companion
        StudyFlow — AI Study Companion

        A context-aware AI study companion that remembers learning progress, tracks confidence and practice, and recommends the next step to help students keep learning without losing their place.

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        Drawer
        Drawer

        Tell Drawer where your water valve is and who your plumber is. When something breaks it tells you what to do first and whether you're still under warranty. Built as an MCP server for Alexa+.

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        Veylith
        Veylith

        Veylith — Every AI action must earn trust. Every sequence must be safe.

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        VOXORA AI
        VOXORA AI

        Breaking communication barries by turning sign language and body movements into speech . Your Signs. Their voice

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        Bee Verify
        Bee Verify

        Bee Remembers. BeeVerify Proves.

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        Node Armor
        Node Armor

        A shared money notebook that keeps working when the internet is bad, down, or being attacked.

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        Taste-Fit — Partnership Agent on Qloo Taste AI
        Taste-Fit — Partnership Agent on Qloo Taste AI

        Scores a brand partnership from Qloo Taste AI: what both audiences share, who they are, what fans of both over-index on, and a brief where every claim cites a Qloo call.

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        GridProof
        GridProof

        Physics-checked renewable energy certificates with half-hourly carbon accounting, on-chain double-claim prevention, and browser-verifiable Merkle proofs.

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        Sway & Sprout
        Sway & Sprout

        A calm living-room movement garden. Move your way, grow three blooms, and return to a garden that remembers.

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        Accessible door intelligence
        Accessible door intelligence

        AccessBell turns a Ring door event into accessible text on the screens a household already owns: a TV, Alexa+ , and a phone browser.

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        Beyond The Frame
        Beyond The Frame

        Turn football viewing into an interactive tactical experience: pause the action, follow players, ask questions, and explore passing options—all with your Fire TV remote.

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        PACT - The Family Permission Layer for Alexa+
        PACT - The Family Permission Layer for Alexa+

        PACT gives Alexa+ a family conscience: AI recommends, rules decide, adults approve, and only the exact approved action executes.

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        Smart-Home
        Smart-Home

        Un sistema inteligente para tu hogar que unifica control por voz con Alexa y sincronización web en tiempo real mediante FastAPI y WebSockets

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        Turnover
        Turnover

        Ring tells you what happened. Turnover tells you what it means. By combining rental calendars with Ring events, it catches missed cleanings, quiets routine motion, and flags problems that matter.

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        GhostFirst Voice Check: the browser goes first
        GhostFirst Voice Check: the browser goes first

        GhostFirst lets voice assistants check suspicious links with a disposable browser that watches what the page does, like a form that appears only after loading, before anyone opens it.

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        Pip: a spoiler-free AI film companion for Fire TV
        Pip: a spoiler-free AI film companion for Fire TV

        A Fire TV film companion that answers "who is that?" without spoilers, catches you up on what you missed, and lets you make up your own "what if" ending. Runs locally.

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        DeskZen: Autonomous Workspace Ergonomics & Declutter Agent
        DeskZen: Autonomous Workspace Ergonomics & Declutter Agent

        DeskZen uses OpenCV 5 and AWS Bedrock (Amazon Nova Pro) to score workspace visual entropy, detect liquid/cable hazards, generate interactive triage cards, and verify decluttering in an agentic loop.

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        Alexa+ LifeOps
        Alexa+ LifeOps

        Voice-first Echo Show care companion via MCP & Bedrock

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        TitanU Sovereign Agent Commander
        TitanU Sovereign Agent Commander

        Autonomous specialist agents. Bounded actions. MCP tools. Real deliverables with verifiable execution evidence.

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        CareSync — Alexa+ Care Coordination Agent
        CareSync — Alexa+ Care Coordination Agent

        A voice-first care coordination assistant that turns synthetic hospital discharge plans into evidence-backed follow-up tasks, with human approval and an auditable workflow.

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        Tomare for Alexa+
        Tomare for Alexa+

        PINs prove who is speaking. Tomare proves where the idea came from.

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