Waterloo, Ontario, Canada
I'm a fourth-year Computer Science student at Wilfrid Laurier University with a strong foundation in machine learning, software development, and data-driven problem-solving. I have gained hands-on experience as a Machine Learning Engineer Intern at Somnium Solutions, where I built predictive models and developed an AI chatbot using Python and NLP libraries. Passionate about using technology to address real-world challenges, I bring a robust technical toolkit including Python, Java, C++, SQL, and a solid grasp of data structures and algorithms alongside strong communication and leadership skills. My experience as an Instructional Assistant, Research Assistant, and Co-Chair of WUSC reflects my dedication to both academic excellence and meaningful community engagement. • Interests: AI & Machine Learning, Software Engineering, Inclusive Leadership, Data Visualization • Tools & Tech: Python, Scikit-learn, Java, C++, SQL, Streamlit, Git, REST APIs, Jupyter Notebook Let’s connect! Check out more of my work: https://aasthapunj.netlify.app
- Demonstrated adaptability and proficiency in leveraging various tools and software, including video editing apps and web development platforms, to produce high-quality content. - Conducted interviews with panelists on Zoom and Teams, showcasing strong communication and problem-solving skills to create engaging and insightful discussions for diverse audiences. - Led research initiatives to develop content that aligns with evolving digital trends, utilizing online databases and analytical tools to ensure accuracy and relevance in every project.
- Collaborated with International Student Support Team to plan events fostering an inclusive and welcoming environment for new international students. - Served as a peer mentor and campus ambassador for 15+ international students. - Strengthened cross-cultural leaderships and communication skills by working in diverse environments.
- Delivered first-line technical support for classrooms, resolving AV issues across Windows and macOS platforms. - Managed and supported AV systems, including projectors, sound systems, and smart podiums for university students and staff. - Tracked and resolved technical issues using Alemba system, with detailed hardware/software documentation.
- Developed and executed social media strategies to amplify WUSC’s presence and engagement. - Curated compelling content to promote events, initiatives, and organizational values. - Analyzed social media metrics to optimize posts and drive audience growth. - Collaborated with team members to ensure consistent messaging across all platforms.
- Designed a Predictive Analytics Model using Python, NumPy, Pandas, and the scikit-learn library to predict trends from historical data using linear regression and random forest algorithms. - Performed data preprocessing tasks such as data collection, data cleaning, normalization, and feature engineering. - Visualized results in Jupyter Notebooks and optimized model performance using cross-validation, RMSE, MAE. - Built an AI Chatbot using NLP libraries to classify user intent and extract entities.
- Spearheaded group leadership, creating an inclusive and engaging environment. - Orchestrated orientation events, including dynamic activities and campus tours. - Served as the go-to mentor, offering crucial guidance and support to new students. - Proactively resolved challenges, ensuring a seamless and positive experience.