Adversarial training and Model watermarking for Computer Vision Algorithms

Worked on multiprocess installers for Windows security applications(LiveSafe, GamerSecurity) Implemented 3 new features for LiveSafe's latest release: Handle Windows Shutdown, RAM requirements check and flag missing translation strings(l10n) on build using C++, Chromium and VS2015Developed efficient UI logging for GamerSecurity(i.e. output JS console log as ETW log on user's machine) using Edge WebView, PowerShell Script, ReactJS, VS2017Improved translation mapping(l10n) and UI of… Show more Worked on multiprocess installers for Windows security applications(LiveSafe, GamerSecurity) Implemented 3 new features for LiveSafe's latest release: Handle Windows Shutdown, RAM requirements check and flag missing translation strings(l10n) on build using C++, Chromium and VS2015Developed efficient UI logging for GamerSecurity(i.e. output JS console log as ETW log on user's machine) using Edge WebView, PowerShell Script, ReactJS, VS2017Improved translation mapping(l10n) and UI of error messages for GamerSecurity through collaboration with design and technical support teams Received training on threat modelling(STRIDE)Served as scrum master for daily stand-ups and biweekly planning meetings Show less

Designed and developed a big data parser using UML, factory design pattern and Python(Pandas, Numpy, multiprocessing, unittest)Conducted a solo research project on Vehicle Classification through feature engineering(literature review), web scraping(Crawlera API, lxml, Selenium) and data exploration(Matplotlib)Hosted an Object Oriented Programming in Python tutorial for the Data Science team

Automated email subscription tracking using PHP and HubSpot API(REST)Aided in the development of 3 multi-page financial web applications through configuring client-side routing and implementing business logic using JS(Jquery, Typescript, AngularJS)

Recruited, managed and trained a team of 6 members for B2B Sales and Marketing Operations Conducted market research and re-formulated AIESEC Waterloo's sales strategySuccessfully surpassed quarterly goals of conducting 20 sales meetings, breaking a 4 years recordContacted and built relationships with local companies and organizations through conducting sales activities(cold calls, networking events, emails and sales meetings)

Successfully arranged logistics (conference location, accommodation, food and transportation) for 250 participants for a 3 days conferenceIndependently created and organized a startup showcase event where 7 local startup founders were invited to showcase their products and share their experiencesNegotiated contracts with hotels, conference centres and transportation companies while co-operating with VP of Finance to maintain a budget (maintained expenses to be 20% below given limit)

Worked with actuaries from different departments to automate pricing model update processes using Datalink code and Excel VBAIndividually completed the first cross-department reserve validation project for the Disability Insurance model through analyzing data generated by two different versions of the model and reconciling cashflows using Excel