• Conducting academic research in Computer Vision in the Lab For CATS under Professor Calden Wloka• Visualizing the activity of Deep Networks utilizing GradCAM framework in order to better understand what visual and spatial data is driving a network’s behaviour• Designing and testing novel training augmentations and network architectures based on our experimental findings

- Tutor Harvey Mudd Undergraduates in data structures (hash tables, queues, trees, etc.) and program development in C++.- Grade coding assignments for ~100 students alongside a team of graders to ensure feedback returned is constructive and beneficial to learning.- Extensively utilize GitHub & Git to track student submissions & course content.

- Conducted analysis on a dataset of emails, identified data collection issues, and optimized the process, enabling the training of a Random Forest classifier with 88% accuracy in detecting fraudulent emails.- Deployed and monitored the trained model, assisting the fraud team in enhancing their email fraud detection methods.- Presented data analysis to stakeholders, leading to a strategic shift in data collection that reduced company spending.

• Developing a comprehensive full-stack web application dedicated to the field of positive psychology, innovatively designed to inspire and guide users towards a life enriched with well-being principles• Integrating GPT-3.5 to power an AI-Chatbot, focusing on constructing SMART goals and providing psychological insights, while leveraging advanced prompting and embedding techniniques• Designing and implementing a PostgreSQL database, meticulously tailored to store domain-specific data, enhancing the chatbot’s precision in delivering accurate, user-centric responses

- Conducting academic research under the guidance of Professor George Montañez.- Working in a team of four analyzing the novel field of Neural Architecture Search (NAS) which automates the computationally-intensive process of building Deep-Learning Neural Networks.- Researching neighborhoods of Neural Architectures to establish a relationship between locality and reach in a NAS search space.- Actively review various academic papers and articles to stay informed on latest discoveries in the field of NAS.

- Worked with K-11th grade students to build strong academic foundation to excel in course work and standardized tests. - Able to pinpoint and drill gaps in academic knowledge in mathematics & reading to develop approach to teaching material. - Experienced in analyzing progress & reporting achievements to parents.