May 2021 – Oct 2024 · 3 yrs 5 mos · Montreal, Quebec, Canada · Remote

• Designed and implemented scalable integration layer for internal microservices/databases, third party services and legacy services/databases primarily with event based architecture.
• Created and calibrated resilient REST API endpoints to deliver and update product information to users withstanding thousands of requests per minute.
• Lead database migration from legacy SQL database to MongoDB for ~1.7 million products, ~3000 brands and ~50 categories while maintaining data integrity and efficiency.
• Project developer co-lead for AI product attribute tagging from conception to launch.
• Augmented and maintained a codebase with 5 microservices in Typescript, JavaScript, Python, React, PHP and AWS Serverless.
• Consistently delivered quality code and CRs with 100% unit, integration and functional test coverage.

May 2019 – Sep 2019 · 4 mos · Montreal

• Created and pitched a prototype chat AI with custom NLP pipeline for navigating students around the mental health services and facilities at McGill university.
• Used regression and optimization to fit a decision tree algorithm in tandem with a topic discovery NLP CNN to predict the possible next steps for a student’s needs based on chat responses.

Sep 2018 – Sep 2019 · 1 yr · Montreal, Canada Area

• Ensured smooth operations and proper file keeping of the Computer Science Undergraduate Society.
• Strong organizational skills used for bookkeeping, setting meeting agendas and maintaining efficient flow of information among council members.
• Reworked constitution to improve transparency and equitable practices.

May 2018 – May 2019 · 1 yr · Montreal, Quebec, Canada · On-site

• Analyzed reinforcement learning data using MATLAB and R.
• Computationally modelled decision making behaviour in line with conducted experiment and presented results.
• Assisted PhD students in running behavioural experiments on mice in operant boxes to gather data for behavioural analysis with great attention to detail.

Sep 2017 – Sep 2018 · 1 yr

• Co-lead a team of 28 executives in the operation of MANABA's activities and affairs.
• Reworked team structure for the purpose of improved communication and delegation of tasks.
• Streamlined event planning processes and ensured quality of guest experience.

Sep 2016 – Sep 2017 · 1 yr

• Planned event logistics and exercised strong on-site troubleshooting skills.
• Organized community focussed events for upwards of 100 guests.
• Worked with a team of event coordinators to book venues, DJs, and manage staff shifts among other things.

Sep 2017 – Sep 2018 · 1 yr

• Organized various events for the purpose of raising money to be donated to OneSky Foundation in support of orphans in China.
• Scouted and booked appropriate venues while operating under a budget.
• Executed event logistics with efficiency and coordinated on-site activities.