★ Experienced Professional Software Engineer. ★ Python/Typescript Developer. 🔎 Currently seeking backend engineering roles.
- Backend Engineer on Identity, Security, Access Management team - rewrite of backend auth services to OAUTH 2.0. Upgrade graphql-gateway to patch security vulnerabilities. Migrate internal app permissions.
- Developed test cases w/ Mocha and Chai. Enabled CI builds/testing with Jenkins. Resolved backend scalability issues, routing lags. Enabled new routes to React app to serve new microservices/RESTful APIs.
- Developed a PoC with Amazon Kinesis Streams to ingest cyber threat intel from 30+ publishers. PoC rolls back dependency on DynamoDB, cuts middleman, ensures fault-tolerant data intake, & signicantly cut costs.
Associate Data Scientist
Northbridge Financial Corporation
- Lead end-to-end deployment of data science models in subrogation claims and risk-underwriting into production. Projects delivered to claims adjusters and underwriters generating over $10m value annually.
- Collating external data from Google, data mining to discover latest trends in Toronto neighborhoods.
- Deployed a convolutional neural network to select and crop out ROIs (Regions of Interest) from images.
- Built an end-to-end in-house image annotation tool. Re-engineered web image annotation tool with Flask to safely prepare training/validation datasets for deep learning models. Built secure Flask backend to serve censored images to frontend, enabled real-time image annotating, saved to on-prem MySQL database.
- Developed a 2D animated sprite game with AngularJS, Canvas, CreateJS libraries for a charity event. Game raised over $8000 for Make-A-Wish Foundation, funds donated to children suering from critical illness.
University of Waterloo
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