Experience
Principal Full-Stack Developer
Monks, Amazon, Meta |
Toronto, ON |
2018 –
Present
- Designed and implemented RESTful APIs and real-time features for B2B applications.
- Championed adoption of TypeScript and CI/CD pipelines.
- Developed and shipped agentic applications (Python) at scale.
- Enhanced LLM latency and accuracy by 20% by fine-tuning context.
- Optimized continuous integration pipeline by parallelizing applications deployment.
- Researched and developed knowledge graph retrieval databases improving accuracy and efficiency.
- Improved agentic applications robustness and resiliency with exponential retry mechanism.
- Improved LLM prompt security with pre-trained guardrail services.
- Managed infrastructure with AWS CDK cloud formation template.
- Developed WhatsApp.com, about.meta.com, and projectaria.com at Meta.
Design Consultant (Contract)
Anomaly |
Toronto, ON |
Aug 2024 –
Sept 2024
- Launched a Telegram mini app
- Designed user journey to enhance user engagement
- Developed UI component library for rapid prototyping
Front-End Engineer (Contract)
MirrorMe3D |
Toronto, ON |
Feb
2019 – Oct 2023
- Developed 3D scan analysis application for remote medical monitoring and diagnostics
- Built interactive tools for analyzing pre- and post-operative facial 3D scans using WebGL, providing
advanced visualization and data-driven insights.
Assistant Instructor (Contract)
Trilogy Education |
Toronto, ON |
Feb 2019 – Oct 2023
- Tutored students in Web Development, Data Structures, and Algorithms, fostering a strong technical
foundation
Web Developer
Cotton Candy |
Toronto, ON |
May
2018 – Oct 2018
- Developed Shopify e-commerce themes and plug-ins
- Awarded a long-term RFP to manage an e-commerce platform with integrated brand experience
UI Developer & Designer
Dig Insights |
Toronto, ON |
Mar
2017 – May 2018
- Designed and developed data analysis platforms
- Shipped scalable applications for sampling and analyzing user data
Front-End Developer
AutoTrader |
Toronto, ON |
Feb
2015 – Mar 2017
- Developed e-commerce websites and CMS systems
Tech Stack
AWS
GCP
System Architectures
Docker
Containerization
ETL
OpenSearch
GraphQL
Redis
CI/CD
Data Engineering
Machine Learning Operations
Highlights
AWS agentic applications with real-time knowledge base
Enhanced the accuracy of agentic applications by 20% through the implementation of Graph RAG by prototyping and developing a knowledge graph based on unstructured data. Provided the conversational LLM systems a more reliable and relevant knowledge base.
WhatsApp.com migration at scale
Developed CMS at Meta, migrated localized data away from legacy systems to set the foundation for platform development.
AWS Conference
Developed a live alien robot for AWS re:Invent 2023. Designed and deployed a cloud-native solution using AWS services including S3, Lambda, Step Functions, and AWS Bedrock.
Education
Computer Science
Ryerson (TMU) University, Toronto | 2018
UI Design
BrainStation, Toronto | 2017
Media Communications
Humber College, Toronto | 2014
Sound Engineering
Sound and Music Production, Toronto | 2011