Greater Edmonton Metropolitan Area
Hi there! I’m Harneet, a third-year computer science student passionate about applying AI across diverse fields to promote innovation and positive change. I have practical experience in machine learning, data analysis, and simulation modeling, demonstrated through projects like Firewatch, which forecasts wildfire occurrences, and a bee simulation model that examines interactions and resource sharing. I am skilled in several programming languages, including Python, C, C++, and SQL. I also enjoy giving back to the community through roles such as a mentor with Big Brothers Big Sisters and an Events Executive for ACE, where I help organize events that support education and growth. Feel free to explore my projects and connect with me! I am eager to learn about new opportunities and share insights with fellow professionals in the tech community.
- Developing a Mesa-based simulation model to analyze interactions among up to 400 bees. - Tracking trajectories of 40 bees through video analysis to calculate interaction probabilities. - Enhancing the model iteratively using 10-hour video recordings for improved accuracy. - Working on the frontend to implement sliders for adjusting model parameters.
- Preprocessed and merged data from diverse sources for model training. - Developed solutions using machine learning models like PyTorch and TensorFlow - Engaged in mentorship sessions with industry experts to explore ethical AI considerations. - Analyzed large datasets to derive insights and address real-world social issues.