Worked on Azure Cloud Computing doing Data Analysis in Python.
• Parsed product logs, recreated data structures, and generated performance metrics.
• Business Impact: Identified key insights that could save the company millions.

Two Factor Authentication
Developed a two factor authentication (2FA) feature from start to finish.
• Frontend: HTML, Jinja2, CSS & JavaScript. \\ Backend: Python, Django, Redis & Twilio API.
• Business Impact: Increase in security and revenue potential.

SurveyMonkey Integration
Integrated SurveyMonkey into a core product (SM Apply).
• Frontend: HTML, Jinja2, CSS & JavaScript. \\ Backend: Python, Django, & SurveyMonkey API.
• Business Impact: Better brand synergy and user experience. Foundation for more features.

• Created an automated regression testing suite using JavaScript, Postman & TeamCity (C.I.).
• Improved existing library functions through refactoring and error handling.
• Learned about micro services, worked with RESTful APIs, and used Git.

• Developed application features in Java and used the Jira platform to track progress.
• Worked in an Agile environment.
• Created test automations.

• Improved overall team performance with my web-scraper project.
• Automated various tasks using Python scripts.
• Performed database cleaning

The student association at La Cité Collégiale (AELCC) is a nonprofit organization that manages a budget of $1.4 million.

►SKILLS ACQUIRED
•Developed public speaking skills by leading executive committee meetings, the board of governors, and the general assembly.
•Acquired management skills and demonstrated leadership by supervising the activities of the organization, the executive directors and the board of governors.
•Gained knowledge of human resources by hiring and training a new executive director.
•Obtained organizational skills by coordinating the training of the incoming student administration.
•Improved time management and interpersonal skills by prioritizing and delegating tasks to employees and administrators.
► ACCOMPLISHMENTS
• Increased the number of applications for the electoral process of the board by 50 %
• Created a new 'technology' committee with the college
• Modified the student union's bylaws to favor student input and overall integrity

For my undergraduate Honors Project, I took the challenge of the 2019 CLPsych Shared Task A. The task involved detecting suicide risk of Reddit users posting on the /r/SuicideRisk subreddit. I was able to achieve great results by analyzing the annotation logic of the dataset, rigorously cleaning the data, and using state-of-the-art NLP models (BERT). With 4 possible risk levels (none, low, medium, high), my model attained a macro-f1 score of 0.502 and an f1-score of 0.966 when only considering risk vs no risk. My model actually outperformed all academic researchers and industry professionals that published their results in the CLPsych 2019 Shared Task paper.

Technology used
Python, DistilBERT, Pandas

Replicated the menu of a website in Excel in order to facilitate day-to-day operations for the uOttawa tech team. Wrote a Python script that recursively navigated over 10,000 links. This project enabled the team to be more efficient, specifically in testing phases, as it allowed users to search for a page/feature directly using the spreadsheet instead of navigating through many links.

Technology used
Python, Java, Excel