Portfolio 2026

Mohammed
Ishaaq.

Engineer building AI systems for real-world impact.

Patented waste-management hardware. Edge AI research. Full-stack products. Looking for an internship where I can ship things that matter.

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7th Sem

Student

20+

Projects Done

Mohammed Ishaaq

About Me

"To see the boundaries of the possible, we must attempt the impossible."
— Mehmed II

Information Science student focused on AI, Edge Computing, and Sustainability.

Built patented waste-management systems, published ML research on edge-efficient training, and shipped full-stack products used in national competitions.

Currently seeking internship opportunities in Software Engineering and AI Research.

Education

BGS College of Engineering

Focus

AI & Edge Systems

Technical Skills

AI & ML

  • psychology TensorFlow / PyTorch
  • neurology Deep Learning
  • visibility Computer Vision
  • memory Edge AI
  • terminal Python

Backend

  • database Node.js / Express
  • storage MongoDB
  • api RESTful APIs
  • key JWT / Auth

Frontend

  • pentagon React
  • frame_inspect Next.js
  • code TypeScript
  • devices Responsive UI

Hardware

  • memory Raspberry Pi
  • settings_input_component Arduino
  • precision_manufacturing Embedded Systems
  • sensors IoT Integration

Selected Work

IoT / AI / Hardware

IWM - Reverse Vending Machine

Patented AI-powered waste collection system awarded a Government of India Design Patent. Secured ₹1L+ in funding from the BGSCET Innovation Cell. Three-stage bottle validation with thermal reward coupons.

Machine Learning Research

Staged Embarrassment Learning (SEL)

Bio-inspired training framework achieving up to 99% FLOPs reduction using dynamic gradient sparsity. Focuses compute on high-loss samples — designed for Edge AI and satellite deployment.

AI / Computer Vision

Recylo — Smart India Hackathon

AI waste segregation system built for SIH 2025, holder of Design Patent No. 482604-001. CNN on Raspberry Pi 5 classifies waste into 4 categories at ~90% accuracy.

Web Graphics / 3D

OceanOS

Integrated marine conservation platform with real-time ocean health monitoring and AI-powered cleanup management. Unified 3D simulation + admin dashboard + fisherman incentive app over WebSockets.

See All Projects

Open Source

GitHub Activity

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More
View on GitHub

Problem Solving

LeetCode Progress

View on LeetCode

What I'm Doing Now

Current focus — June 2026.

Learning

Generative AI — working through DeepLearning.AI courses on LLMs, prompt engineering, and RAG systems.

Exploring

Agentic AI — how autonomous agents reason, plan, and use tools. Planning to build projects in this space soon.

Next Up

Figuring out what to build next at the intersection of AI agents and real-world utility.

Achievements

workspace_premium

Design Patent

Granted by the Government of India for the AI Household Waste Segregator design.

emoji_events

Grand Finalist

Smart India Hackathon (SIH) Grand Finalist, competing among top teams nationally with innovative tech solutions.

payments

Funding Milestones

Secured seed funding and grants exceeding ₹1L for prototype development and research scaling.

military_tech

JVTM Exhibition Prize Winner

Awarded as the winner at the National-level engineering innovation exhibition for excellence in technical prototype demonstration.

Education

2023 – 2027

BE in Information Science & Engineering

BGS College of Engineering & Technology

8.06 GPA

2021 – 2023

2nd PUC (PCMC)

Falcon PU College

84%

2021

SSLC — Class 10

St. Joseph's Indian High School

74%

Let's build
something.

Open for collaborations, freelance opportunities, or just a chat about technology and design.

Email ishaaq.tech@gmail.com
LinkedIn GitHub Instagram