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ishaaqdev/README.md

Mohammed Ishaaq

Engineering intelligence for the edge.

Information Science & Engineering • BGSCET, Bengaluru

Mohammed Ishaaq

Engineering intelligence for the edge.

Information Science & Engineering • BGSCET, Bengaluru

Email    LinkedIn


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

Python   C++   JavaScript   PyTorch   TensorFlow   Raspberry Pi   NumPy   Pandas

Pinned Loading

  1. Staged-Embarrassment-Learning Staged-Embarrassment-Learning Public

    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-SIH Recylo-SIH Public

    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-Machine IWM-Reverse-Vending-Machine Public

    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…

    C++

  4. OceanOS OceanOS Public

    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