- Developing the front end of a wearable sports system to display motion data collected from sensors and machine learning feedback. Utilizing React, Three.js, and AWS to create a user-friendly interface that visualizes motion data as an 3D body movement recreation. - Synchronizing multiple video, data, and sensor streams for a universal behavioral data analysis platform. Optimizing data handling to ensure efficient local storage for security purposes, processing over 100GB of data. Leveraging React, Redux, and local storage technologies to create a clean, understandable interface capable of handling extensive data.- Designing and implementing real-time data visualization features for behavioral research, comparing gait differences between MCI and Non-MCI individuals. Utilizing React, D3.js, and Crossfilter to display machine learning predictions alongside video streams, enabling non-technical multidisciplinary team members to effectively analyze the usefulness of the predictions.

- Co-founded JumpStart to provide structured development opportunities for college students, connecting product owners with project managers and developers to create products.- Recruited 20+ exceptional students from multiple universities, equipping them with a comprehensive framework to design and develop production-ready applications utilizing cutting-edge technologies such as AWS and React.- Managed program logistics to enhance operational efficiency and foster better engagement between students and business partners to ensure effective collaboration and project execution.

- Worked on the design process for the frontend and backend components of the CPA board application, using AWS serverless functions and created a cohesive architecture.- Contributed to over 300 requirement documents, enhancing client communication and project clarity in collaboration with the requirements gathering team.- Designed and implemented a robust frontend codebase for the administration team of a global accounting board, and created an intuitive user interface that increased user satisfaction by 80%.- Transitioned to backend development and focused on designing and leading the development of secure and high-performing serverless functions using AWS services and tools, including Lambdas, RDS, DynamoDB, CloudWatch, and Step Functions.

- Rise is a remote internship program designed for students whose internship was impacted by COVID-19.- Working with a team of 12 students to create a mobile application, which bridges together social media and social impact.

- Assisted Dr. Sal Barbosa along with a team of computer science students to analyze different NLP challenges, create a question & answering system, and train models to learn based on patterns.- Tools used: Python and NLTK library