Professional Overview
- Possess strong technical skills with a proven ability to learn quickly.
- Demonstrated record of bringing transformational improvement to optimize systems both technological and operational.
- Deeply motivated to continuously learn and apply gained knowledge to drive professional growth.
Technical Skills
Solution Stack:
MySQL,
Redshift,
Postgres,
Looker/LookML,
Cube,
Superset,
Python (Pandas, Numpy, Selenium, Requests),
Airflow,
Google Apps Script
Software/Tools:
VS Code,
Pycharm,
DataGrip,
Hex,
Jupyter,
Google Workspace,
Microsoft Office,
Git,
JIRA,
Confluence,
Ubuntu,
Bash
Education
McMaster University, Hamilton, ON
2014 - 2019
- Specialization: Actuarial And Financial Mathematics
- Minor: Computer Science
Experience
0ne, Hamilton, ON
2025 - 2026
- Built and maintained full-stack fintech applications using Python, TypeScript, and Supabase/PostgreSQL, delivering payment, wallet, pricing, and administrative features.
- Improved payment reliability by redesigning wallet reconciliation, server-side pricing, and financial safeguards for production systems.
- Developed Python-based data pipelines and forensic analyses that transformed thousands of documents into $2.7M+ in auditable financial findings.
- Partnered with company leadership to scope projects, evaluate vendors, and independently deliver production systems from architecture through deployment.
- Owned production system reliability across payments and pricing flows, implementing idempotency, audit logging, and migration safeguards during live platform changes.
GiftCash, Hamilton, ON
2019 - 2025
- Built and managed ETL systems on AWS EC2, cron, Astronomer-hosted Airflow, and AWS S3 making centralized analytics possible.
- Led complete overhaul of our legacy Looker code-base, improving performance through implementation of OLAP best practices and implementation of modular design.
- Lead a transition from Looker to Cube and Superset, identifying and evaluating potential alternatives, constructing a live demo, defining our workflow, orchestrating re-implementation and enhancements of all pre-existing systems and tools. This project was executed in three months, eliminated license costs, and increased capabilities.
- Employed web scraping techniques, including parallel processing via proxies, to systematically extract publicly available data from diverse sources.
- Modeled intricate business processes, collaborated with stakeholders, parsed raw data, and deployed metrics.
GiftCash, Hamilton, ON
2018
- Developed and deployed custom interface for streamlined data entry and decision-making.
- Established workflows and data management structure that enabled GiftCash to grow from 7 employees to 25 employees in 8 months, tripling revenue.
- Spearheaded the integration of data analytics tools, optimizing insights generation and supporting data-driven decision-making processes across the organization.