About me
I try my best at everything I do. I learn new lessons every day. And I think you'd like me!
- Web Development
Capable of delivering end-to-end web projects using the latest web technologies.
Skilled in developing:
- Scalable project infrastructure
- Responsive UIs
- Smooth animations and functional components
- CMS integration and SEO optimization for deployment
- Machine Learning
Capable of analyzing data for top-tier predictive modeling.
Skilled in:
- Scalable data imputation and encoding pipelines
- Strategic feature extraction and signal boosting
- Model tuning and overfitting prevention
- Rigorous cross-validation and performance evaluation
- Fundamentals
Strong fundamental coding & reasoning skills. Can develop in languages from C++ to Python. A background in learning math, requiring rigorous training in logic and reasoning.
- Object Oriented Programming fundamentals
- Data Structures and Algorithms
- Statistical Methods and Analysis
Projects
Take a look at some of the projects I’ve built!
- Titanic-ensemble-classifier
An end-to-end Machine Learning project, creating a highly accurate predictive model of passenger survival:
• Developed Scikit-learn pipelines automating data imputation & encoding, CV & metrics, and HP tuning.
• Engineered features (family survival, title extraction) to boost predictive signal, tuning to prevent overfitting.
• Achieved top 5% ranking on Kaggle via a rigorously tuned XGBoost, RF, LogReg ensemble voting classifier.
- day-scheduler
day-scheduler is an inspired productivity app designed for ease of use, created from scratch using React.js
• Efficient logic and organized DOM using useState, useEffect, useContext react hooks and portals
• Easy and pleasant UI made from reusable components with custom CSS styling
Experience
2025
Software Developer
Bit Complete Inc.
Toronto, ON
At Bit Complete, I was a web & fullstack developer, planning and heading full web projects for a client & internally, creating a real & lasting impact.
- Increased customer reach for the client by creating and launching a new marketing website/landing page. With a professional look and feel, smooth animations and responsive layout, full CMS integration, SEO, and a highly maintainable codebase.
- Improved scalability, security, and maintainability of the codebase by refactoring utilities into separate API servers.
- Improved technical product, increasing success rate from <40% to >85% of first-time script generations for the user by prototyping and benchmarking a self-healing feature.
- Informed product roadmap, delivering key insights on error logging and debugging by searching for feedback cross-functionally.
Bit Complete internal:
- Improved customer conversion by building a case studies page with React and Builder.io, with functional components, animations, and a flawlessly responsive layout.
- Drove scalable technical planning for the company website, to improve CMS integration and scalability, by initiating a rework of the Astro/Next.js backbone into a more CMS-oriented Next.js structure.
2024
DevOps Software Developer
General Motors
Markham, ON
At General Motors, I worked on internal tools for the company's global force of developers. I worked on a small team with outsized impact for the company, responsible for improvements in the productivity of all software developers.
- Modernized developer tools and decreased server costs by leading a zero-data-loss Jira Cloud migration for 100+ projects and 5000+ users.
- Cut manual work during migration by 90%, building custom Python utils to automate issue cleanup, validation, and project setup.
- Reduced manual workload for developers by writing 25+ Groovy/JS-based Jira automation scripts for cloud.
- Provided performance data to team leads by updating PowerBI pipelines involving Cloud-syncing user data with a SQL database.
- Ensured large scale cross-functional alignment, via detailed technical documentation and effective, efficient communications.
- Ran GM’s student committee, organizing events and boosting engagement for 80+ students.
2021
Application Developer
CIBC Capital Markets
Toronto, ON
At CIBC, I implemented new features and tackled bugs on the FXC application.
