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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

Machine Learning & Deep Learning (PyTorch, TensorFlow)
Computer Vision & Image Processing
Natural Language Processing (NLP)
MLOps & Model Deployment
Geospatial AI & Remote Sensing
Multi-Agent AI Systems (LangChain, AutoGen, CrewAI)
Python Programming & Data Engineering
Full Stack Development (React, Next.js, FastAPI)
Tayyab Manan - AI/ML Engineer specializing in Computer Vision, NLP, and Geospatial AI
Islamabad, Pakistan
Available for Remote Work

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

2025

University 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 - Present

Cointegration

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 - Present

WaterTrace & 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

Cartography

ESRI

Mar 2024

Shade Equity

ESRI

Jun 2023

Frequently Asked Questions

What is Tayyab Manan’s background?

I started in Geographic Information Science at the University of the Punjab, working with satellite imagery and spatial data, and moved into machine learning from there. I’m now doing an MS in AI Engineering at COMSATS University, Islamabad.

What are his qualifications?

A BS in Geographic Information Science (2025) and an in-progress MS in Artificial Intelligence Engineering at COMSATS, plus certifications from ESRI and the Samsung Innovation Campus.

Where does he work?

I’m a Junior AI Developer at Cointegration, where I build production ML models and multi-agent workflows with LangChain, AutoGen, and the Model Context Protocol.

Has he shipped production ML systems?

Yes. Six of my projects are deployed with live demos and public repos, including WaterTrace (R²=0.89 across 145 districts), an Urdu LLM fine-tune (79.5% win rate), and face-expression detection (80% on RAF-DB).

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