Analyzed large datasets of Canadian lobbying records, cleaning and processing data to identify trends in communications between lobbyists and government officials.

Developed and applied a verification algorithm with over 95% accuracy, leading to the identification of potential misclassifications in lobbying records.

Generated comprehensive reports, utilizing custom algorithms to flag discrepancies and ensure data integrity, contributing to better decision making in the analysis of lobbying activities.

Utilized PyTorch Lightning to train a deep learning model for time series waveform classification; achieved an 80% accuracy rate through extensive optimization and data analysis.

Conducted data preprocessing using Python, encompassing cleaning, feature extraction, and normalization, to enhance model performance in time series classification tasks; reduced training time by 30%.

Collaborated with senior researchers to design experiments, collect datasets, and present findings, showcasing teamwork and communication ability; articulated complex terminology accessibly, improving knowledge transfer.

Designed and implemented an object detection OCR program for automated testing of automotive head units using OpenCV, Python, and TensorFlow; reduced manually testing by ~50%.

Developed a test automation framework on the interface level in a team of 4, to send and receive CAN and Ethernet commands from ECUs in an automated manner; identified an opportunity to implement cost-effective solution, resulting in a 150x cost savings compared to the previous CANoe testing tool.

Facilitated in the testing and debugging of communication between ECUs in vehicles by cooperating with team to consistently update testing tool; ensured smooth and reliable operation.

Developed online courses by conducting market research, constructing courseware, and collaborating across departments; established courses that appealed to target audiences, boosting sales by 80% YoY.

Executed telemarketing and WeChat marketing strategies to drive $100,000+ in gross revenue from existing customers; achieved No. 1 in monthly sales four times within a team of 10.

Demonstrated strong digital marketing skills by creating and managing a successful WeChat public account with over 10,000 followers for product marketing, attracting new customers through student case studies.