Mohammed
Ishaaq.
AI Engineer Intern @ Stellaria · Building real-world AI systems.
Patented hardware. ML research. Now building geospatial AI pipelines at Stellaria, UAE.
7th Sem
Student · Intern
20+
Projects Done
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
Experience
Artificial Intelligence Engineer
InternshipStellaria
Working on a confidential geospatial AI system. Integrated SAM 3 for semantic and instance segmentation, Grounding DINO for open-set object detection, and LangGraph for multi-step agent orchestration. Built mathematical models for spatial calculations and designed FastAPI microservices connecting vision model sidecars with a browser-based agent frontend.
Software Lead
Self-employedBGSCET Incubation Centre
Led software architecture for an incubated sustainability startup. Engineered computer vision pipelines and optimised machine learning models for real-time edge deployment. Guided a 4-member team and secured ₹1L+ in funding.
Technical Skills
AI & Vision
- psychology PyTorch
- visibility SAM 3 · Grounding DINO
- crop_free Segmentation
- neurology Deep Learning
- terminal Python
Agents & LLMs
- account_tree LangGraph
- chat LLM Pipelines
- travel_explore RAG Systems
- manage_search Prompt Engineering
Backend
- api FastAPI
- database Node.js / Express
- storage MongoDB
- map Rasterio / GDAL
Hardware & IoT
- memory Raspberry Pi
- settings_input_component Arduino
- precision_manufacturing Embedded Systems
- sensors Edge AI
Selected Work
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.
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.
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.
What I'm Doing Now
Current focus — July 2026.
AI Engineer at Stellaria, UAE — building automated pipelines that turn geospatial and thermal data into 3D environments using vision AI.
Generative AI and Agentic AI — working through DeepLearning.AI courses on LLMs, prompt engineering, RAG, and autonomous agents.
Planning projects at the intersection of AI agents and real-world utility. Still figuring out exactly what that looks like.
Achievements
Design Patent
Granted by the Government of India for the AI Household Waste Segregator design.
Grand Finalist
Smart India Hackathon (SIH) Grand Finalist, competing among top teams nationally with innovative tech solutions.
Funding Milestones
Secured seed funding and grants exceeding ₹1L for prototype development and research scaling.
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
2021 – 2023
2nd PUC (PCMC)
Falcon PU College
2021
SSLC — Class 10
St. Joseph's Indian High School
Let's build
something.
Open for collaborations, freelance opportunities, or just a chat about technology and design.