Data Science · AI · Machine Learning

Muhammad Shayan Ahmed

Data Science ·

Data Science undergraduate with hands-on experience across machine learning, computer vision, data analytics and full stack development. I build practical AI systems that connect data, models and usable software.

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MSA

Data Science & AI Builder

Machine Learning · Computer Vision · Data Analytics

Data Analysis & Visualization
ML Prediction & Modeling
AI Applied Intelligent Systems
Web Full Stack Applications
About

Data, intelligence and code in one workflow.

A portfolio built around practical data science, AI and software development — from raw data and models to deployable applications.

Building practical systems.

I am a Data Science undergraduate with hands-on experience across machine learning, computer vision and full stack development. My work combines analytical thinking with practical engineering to turn data and AI ideas into usable software.


I have built applied systems including real-time traffic analytics and an air-quality prediction platform, alongside full stack web applications. I am interested in Data Science, Machine Learning and AI opportunities where I can continue learning while contributing to real projects.

Data Science

Data analysis, data visualization, feature engineering and machine learning workflows.

AI & Computer Vision

Practical AI systems using machine learning, deep learning, natural language processing and computer vision.

Toolkit

Technologies I work with.

A growing technical stack spanning programming, data, machine learning, AI, backend systems and modern web development.

Python Programming & Automation
SQL Data & Databases
JavaScript Web Development
HTML / CSS Frontend Interfaces
Machine Learning Models & Prediction
Deep Learning Neural Network Models
Natural Language Processing Text & Language Systems
Computer Vision Visual AI & OpenCV
Explainable AI Interpretable Model Outputs
Generative AI Generative Applications
Agentic AI Agent-Based AI Concepts
Pandas Data Manipulation
NumPy Numerical Computing
scikit-learn Machine Learning
Flask Backend Development
FastAPI API Development
React Frontend Framework
Node.js Backend Runtime
Git & GitHub Version Control
Data Analysis Insights & Analytics
Data Visualization Communicating Findings
Feature Engineering Preparing Data for Models
Jupyter Notebook Data Science Workflow
VS Code Development Environment
Selected Work

Projects built around practical problems.

Applied work across computer vision, predictive analytics, full stack development and practical software systems.

PROJECT 01

Traffic Intelligence

Built a real-time traffic monitoring system for vehicle detection, tracking and traffic density analysis. Implemented speed estimation, violation detection logic and data-driven visualization, with deployment on Render.

Python YOLOv8 OpenCV Deep SORT Flask
GitHub → Live Demo →
PROJECT 02

Airpulse AI

Developed an air-quality prediction system using 10 years of historical data from 2015–2025 across 7 Karachi monitoring stations, covering approximately 3,971 records. Built the pipeline from preprocessing and feature engineering through model evaluation and visualization.

Python Pandas NumPy scikit-learn FastAPI React
PROJECT 03

Outfit Connection Website

Built a dynamic full stack clothing brand website with a React frontend, Node.js backend and MongoDB data layer.

React.js Node.js MongoDB Tailwind CSS
PROJECT 04

A R Enterprises Website

Built a dynamic full stack business website with a React frontend, Node.js backend and MongoDB data layer.

React.js Node.js MongoDB Tailwind CSS
PROJECT 05

Advanced Currency Converter

Python-based currency converter project with machine-learning and deep-learning oriented exchange-rate visualization.

Python Machine Learning Deep Learning Data Visualization
PROJECT 06

Inventory Management System

Practical inventory management project focused on stock tracking and supplier management.

Inventory Management Stock Tracking Supplier Tracking
Experience

Experience & progression.

Professional, leadership and community experience across technology, artificial intelligence and student organizations.

Jan 2026 – Present

Treasurer — IEEE SSUET Computer Society

Manage finances for society-wide activities and events, including budgeting, expense tracking, financial reporting, fund management and executive-level financial planning.

Apr 2026 – Present

Student Ambassador — Microsoft Learn Student Ambassadors

Selected as a Student Ambassador for the MLSA Karachi chapter; contribute to learning, collaboration and technology community events.

Sep 2025 – Oct 2025

IT Intern — National Investment Trust Limited

Completed a 6-week internship in the IT Department, supporting IT operations, system support and chatbot-related tasks within professional workflows.

Feb 2025 – Jun 2025

Artificial Intelligence Trainee — NAVTTC

Trained in machine learning, deep learning and natural language processing to build AI-based solutions.

2024 – 2025

Event Management & Operations — IEEE SSUET Computer Society

Supported technical event planning, operations, logistics, coordination and execution for society activities.

2024 – 2025

Event Management Member — Wall of Hope, Karachi Chapter

Supported community event coordination, logistics and team collaboration.

Mar 2024 – May 2024

Member — IEEE Computational Intelligence Society, SSUET

Participated as a student member of the IEEE Computational Intelligence Society chapter at SSUET.

Training & Programs

Structured learning beyond the classroom.

Technical training across Python, Data Science, Web Technologies and Agentic AI.

Feb 2025 – Dec 2025

Agentic AI — Saylani Mass IT Training

Successfully completed the 11-month Agentic AI Batch-1 training programme under the Education Department of Saylani Welfare International Trust.

Dec 2023 – Apr 2024

Python in Data Science — S.M.I.T.

Completed foundational Python training through Saylani Mass IT Training, covering core Python programming concepts.

Jan 2024 – Oct 2024

Governor Sindh Initiative — Q1

Training stage focused on Node.js, TypeScript and foundational web development.

Oct 2024 – Feb 2025

Governor Sindh Initiative — Q2

Continued web technology training with HTML5 and React.js.

Feb 2025 – Sep 2025

Governor Sindh Initiative — Q3

Continued development training with a focus on Python programming.

Oct 2025 – Present

Governor Sindh Initiative — Q4

Current stage focused on AI Agents and continued technical development.

Certifications & Credentials

Selected learning milestones.

Documented certifications, memberships and workshops completed alongside university, training and project work.

NASA Open Science 101 & NASA Open Science Essentials NASA · Aug–Sep 2026
Deloitte Australia Data Analytics Job Simulation Forage / Deloitte Australia · Jul 2026
IEEE Computer Society — Student Member Jan 2026 · Expires Dec 2026
Building Intelligent Systems: AI Today, Computing Tomorrow St Mary's University, Twickenham · May 2026
Introduction to the Threat Landscape 2.0 Fortinet · Jan 2025
Foundations: Data, Data, Everywhere Coursera · Oct 2024
Ask Questions to Make Data-Driven Decisions Coursera · Nov 2024
Prepare Data for Exploration Coursera · Dec 2024
Data Science & Analytics HP LIFE · Nov 2024
Generative AI & the Art of Prompt Engineering ACM SSUET Student Chapter · Aug 2024
Git & GitHub Masterclass ACM SSUET Student Chapter · Nov 2024
Uncovering UI / UX Magic GDG SSUET · Nov 2024
Google Soft Skills Program PAFLA / Google · Jul 2024
Introduction to Programming Using Python Kaggle · Jun 2024
IEEE Student Membership Card IEEE · 2026
Education

Academic foundation.

Formal education supporting the transition from programming fundamentals to data science, AI and applied software development.

2023 – Present

BS Data Science — Sir Syed University of Engineering & Technology

Developing a foundation across programming, statistics, databases, machine learning, data analysis and data-driven problem solving.

2021 – 2023

Intermediate (Pre-Engineering) — Jinnah Government College, Nazimabad

Board of Intermediate Education Karachi (BIEK).

2021

Matriculation (Science) — M.E. Foundation School

Board of Secondary Education Karachi (BSEK).

Contact

Let's build something meaningful.

Open to Data Science, Machine Learning and AI opportunities, internships, collaborations and practical software projects.

Email Me GitHub LinkedIn ORCID