About
I do art – whether it’s in a Jupyter notebook, production codebase, presentation or anywhere else.
Driving business value with Machine Learning, Experimentation, Causal Inference and cross-functional collaboration.
Experience
TD Bank
Pairenthesis
J&J (Kenvue)
GiftMeThat
Developed a Sequential A/B Testing Python library, generating $190K+ annual savings, accelerating effect detection by 27% and informing a $4.5M budget allocation within the first month.
Data Scientist Intern
💚 TD Appreciate Award for Innovation
Led end-to-end development of AI-driven data analytics platform from 0 to 1, securing 10+ demos with YC-backed startups and 3 leading Toronto universities.
Data Scientist Intern
Improved supply chain forecasting accuracy by 18% (MAPE) and led network analysis with insights presented to 1,400+ professionals.
Data Scientist Intern
Built an ML recommender system that enhanced personalization and increased conversion rates.
Data Scientist Intern
Education
University of Manitoba
Bachelor's of Science in Statistics
Minors in Computer Science and Management
Relevant Coursework
Statistical Inference
Stochastic Processes
Stanford University
Machine Learning Specialization
Duke University
Managing ML Projects and Data Visualization
ML, Analytics and Data Engineering
IBM
Data Science and ML
Statistical Testing
Object Oriented Programming
Data Structures and Algorithms
Simulation Models
Quantitative Analysis
University of Michigan
Network Analysis
and Database Design
DeepLearning.AI
ML in Production and Deep Leaning
Projects
UFC ML Betting Algorithm 🥊
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Built ETL pipeline that scrapes data from 5 sources, performs cleaning and feature engineering
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Trained an ensemble of ML models, achieving 83% accuracy and 88% F1 score for a low-risk tolerance setting
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Collaborated with and received mentorship from a Director of Data Science at Mastercard
LeetTutor 🎓
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Co-developed an AI-driven studying platform with a fellow student
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Engineered Flask API, driving core AI and data management functionalities like file preprocessing, summarization, storage, quiz generation, and instant assessment
Blog Post
PicoGPT 🤖
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Developed and trained a tiny version of GPT from scratch using PyTorch
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Implemented inference features, mirroring ChatGPT functionality
Code
AI Artist 🎵
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Designed and trained a Deep Learning model to generate musical compositions
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Leveraged 111 instruments, enabling creation of diverse compositions across multiple genres
Recipe Generator 🍳
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Developed a platform to generate fast and healthy recipes based on ingredients and time constraints
Demo
LearnDataScience Bot 🧑🏻🏫
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Crafted a free learning resource for aspiring Data Scientists, by scraping and analyzing more than 5000 recordings from 9 leading YouTube channels in the industry
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Designed and launched the Telegram Bot with organized content for efficient acquisition of essential Data Science skills
