About Me
AI/ML Engineer building machine learning systems across Computer Vision, NLP, and Geospatial AI. Open to full-time AI/ML roles.
About My Journey
I got into AI through an unusual path: geography. During my Bachelor's in GIS at Punjab University, I spent a lot of time working with satellite imagery and spatial data. At some point I realized the most interesting problems I was solving all came down to building better models, so I leaned into that. Now I'm doing my Master's in AI Engineering at COMSATS University, Islamabad.
Alongside my studies, I work as a Junior AI Developer at Cointegration, where I build production ML models and multi-agent systems with LangChain, AutoGen, and the Model Context Protocol. On the side, I take on freelance projects. One example is WaterTrace, where I used 22 years of satellite data to predict groundwater levels across 145 districts in Pakistan. I like working across the full stack, from training models in PyTorch to deploying them behind Flask APIs with React frontends.
I'm also going through AI training programs at Samsung Innovation Campus and AISkill Bridge to fill gaps in my deep learning knowledge. I'm open to full-time AI/ML roles where I can work on real ML problems with a strong engineering team and learn from experienced people.
Core Competencies

Education
Masters in Artificial Intelligence Engineering
2027 (Expected)COMSATS Islamabad
Graduate student specializing in computer vision, deep learning architectures, and practical AI system deployment.
Bachelor of Science in Geographic Information Science
2025University of the Punjab, Lahore
Built quantitative skills in remote sensing, spatial statistics, and Python, turning satellite data into ML-ready datasets and models.
Experience
Junior AI Developer
Jan 2025 - PresentCointegration
Build production ML models and multi-agent workflows with LangChain, AutoGen, and the Model Context Protocol. Shipped 5+ production models, reduced processing time by 40%, and automated workflows saving 15+ hours/week.
Projects & Research
2023 - PresentWaterTrace & University Coursework
Built WaterTrace, an ML groundwater prediction system on 22 years of satellite data (R²=0.89), deployed full-stack with React and Flask. Alongside my coursework I keep building computer vision, NLP, and geospatial projects with PyTorch and TensorFlow.
Certifications
Registered Scrum Basics
Scrum Inc.
Mar 2026
Artificial Intelligence Training (Machine Learning and Deep Learning)
AISkill Bridge
Feb 2026
AI Training
Samsung Innovation Campus
Jan 2026
Exploring AI-Based Research Tools
GIS Center, Punjab University
May 2024
Frequently Asked Questions
What is Tayyab Manan’s background?
What are his qualifications?
Where does he work?
Has he shipped production ML systems?
Let's Work Together
I'm always up for new opportunities, collaborating on ML projects, or just trading notes on machine learning, computer vision, and MLOps.
Get in Touch