Emad Ahmad - Portfolio

About Me

I’m a Software Developer and AI Engineer in the Data Science space at Bell, focused on AI engineering, agentic systems, and full‑stack development. I build scalable, data‑driven solutions and enjoy working with modern AI frameworks, cloud platforms, and end‑to‑end system design. With experience in machine learning, conversational agents, and production‑grade automation, I love turning complex problems into clean, reliable products. My background in computer science and statistics helps me think analytically, and I thrive in fast‑moving, collaborative environments where I can learn, experiment, and ship real impact.

3+ Years Experience

20+ Projects Completed

15+ Technologies

Beyond Code

"Code, basketball, and Pokemon - my three passions"

Raptors & NBA Fan

Die-hard Toronto Raptors fan who bleeds red and black! From watching every game to playing pickup, basketball is my passion. Led the analytics team for my university's varsity basketball team, combining my love for data with my love for the game.

We The North NBA Stats Basketball Analytics

Pokemon Trainer

Gotta catch 'em all! Pokemon has been my passion since childhood. From collecting cards to mastering battle strategies, I've even created a Pokemon battle simulator API to bring the game to life through code.

Pokemon Emerald Pokemon Platinum Pokemon Fire Red

Anime Enthusiast

Big fan of anime and animated series. Some of my favorites include Avatar: The Last Airbender, Attack on Titan, Cowboy Bebop, and Full Metal Alchemist. The storytelling and artistry in these shows continue to inspire my creative side.

Avatar Attack on Titan Full Metal Alchemist Chainsaw Man Cowboy Bebop

Skills

Programming

Python Java JavaScript SQL HTML/CSS Bash

Technologies

Salesforce Node.js React.js AWS Docker PyTorch

Frameworks & Tools

Git Agile Jira Django MongoDB Cypress.js

Experience

Software Developer - Data Science & AI/ML

Bell | Aug 2025 – Present · 10 mos

Revenue Assurance & Dynamic Pricing: Analyzing large-scale datasets using SQL, BigQuery, and Python (Pandas) to detect revenue leakages and optimize Bell's dynamic pricing engine. My data analysis directly informs strategies that safeguard multi-million dollar revenue streams.
AI Agent Development: Building generative AI agents with Google’s Gemini and Dialogflow to automate outbound proactive outreach within customer service workflows. These agents replicate L1 support for service assurance, improving operational efficiency and allowing human agents to focus on complex issues.

Software Developer – Salesforce & CRM

Cloud SynApps, Inc. | April 2024 – August 2025

Designed and deployed custom Salesforce solutions using Lightning Web Components, Apex, and OmniStudio tools.
Led key projects like the City of Kalamazoo CRM integration, Natural Resources of Ontario, improving data migration and automation processes.

Full Stack AI Software Engineer

University of Toronto | Sept 2023 – Apr 2024

Optimized AI models using Python frameworks like PyTorch and TensorFlow, achieving a 30% increase in engagement for Amazon sellers.
Streamlined model deployment using Docker and GCP.
Developed and maintained a multilingual faculty website with Drupal, HTML, CSS, React.Js. facilitating coordination for seminar series.
Managed event logistics, promotional materials creation, and faculty collaboration, ensuring seamless event execution and enhanced online visibility.

Software Developer

Environment Canada | May 2022 – Aug 2023

Developed ETL pipelines for meteorological data using Python, Bash, and PostgreSQL.
Enhanced data submission portals with React.js and Node.js, improving navigation by 30%.

Projects

Pokemon Simulator API

A full-stack Pokemon battle simulator with real-time mechanics. Built with FastAPI backend and React frontend, featuring turn-based combat, type advantages, and dynamic battle animations.

FastAPI React WebSocket TypeScript

NBA Injury Stat Predictor

A machine learning model that analyzes NBA player statistics and injury history to predict potential injury risks. Features data scraping from NBA API and interactive visualizations.

Python Scikit-learn Dash Web Scraping

Spotify Playlist Generator

An AI-powered music recommendation system that creates personalized playlists based on user preferences. Integrates with YouTube and Spotify APIs to provide a seamless music discovery experience.

Python Spotify API YouTube API NLP

Education

University of Toronto

Honours Bachelor of Science

Computer Science & Statistics Major, Mathematics Minor 2019 - 2023

Relevant Coursework: Data Structures & Algorithms, Software Engineering, Machine Learning, Database Systems
Teaching Assistant: Introduction to Programming, Mathematical Combinatorics
Varsity Basketball Team: Analytics Lead, Statistical Analysis
Research Assistant: Machine Learning Lab

Hi, I'm Emad Ahmad