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Achievement: Quickdraw

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Achievement: Quickdraw

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ishaaqdev/README.md

Mohammed Ishaaq

Engineering intelligence for the edge.

Information Science & Engineering • BGSCET, Bengaluru

EmailLinkedIn


Achievements

Featured Engineering

Staged Embarrassment Learning (v2)



Recylo AI Waste Segregator



IWM Reverse Vending Machine



OceanOS IoT Simulation




About Me

I build robust, resource-constrained AI systems and solve high-impact engineering problems, focusing on architectural efficiency, computer vision, and edge deployment.

Milestones

  • Patent Granted: AI-driven waste segregation system (No. 482604-001).
  • Funding: ₹1,00,000+ secured for sustainable AI development.
  • Awards & Hackathons: JVTM National Exhibition Winner, Smart India Hackathon (SIH) Grand Finalist (120-hour hardware + software edition), and ZeroOne Runner Up.

Technical Arsenal

PythonC++JavaScriptPyTorchTensorFlowRaspberry PiNumPyPandas

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  1. Staged-Embarrassment-LearningStaged-Embarrassment-LearningPublic

    Staged Embarrassment Learning (SEL) is a bio-inspired framework for efficient Deep Learning. Inspired by a child’s rapid correction after a mistake, SEL uses dynamic gradient sparsity to focus comp…

    Jupyter Notebook

  2. Recylo-SIHRecylo-SIHPublic

    Recylo is a patented AI-powered waste segregation ecosystem (Design No: 482604-001) built for SIH 2025. Using Edge AI on Raspberry Pi 5, it autonomously classifies and routes waste with 90% accurac…

    TypeScript

  3. IWM-Reverse-Vending-MachineIWM-Reverse-Vending-MachinePublic

    IWM is an automated RVM for PET recycling, recognition of which includes a JVTM prize and ₹1,00,000+ in funding. It uses an Arduino with Phase 8 memory optimization to validate bottles via material…

    JavaScript

  4. OceanOSOceanOSPublic

    OceanOS is an integrated system for marine waste management, featuring a Three.js simulation, admin dashboard, and IoT mobile app. Built with Node.js and WebSocket for real-time data, it uses an in…

    JavaScript