# Antonio Berrones > Software Engineer @ Bunkerhill Health Location: United States, United States Profile: https://flows.cv/antonioberrones Recent graduate with bachelor’s and master’s degrees in Electrical Engineering and Computer Science from MIT. Experience with software development, machine learning, and product management. Message me at: antonioberrones.ab@gmail.com ## Work Experience ### Software Engineer @ Bunkerhill Health Jan 2024 – Present | San Francisco, California, United States ### Research Assistant @ Massachusetts Institute of Technology Jan 2023 – Jan 2024 | Cambridge, Massachusetts, United States Engaged in thesis research by developing data processing pipelines to detect learning behaviors from joint handwriting and eye-tracking data captured from subjects performing cognitive tests to aid in the diagnosis of neurodegenerative disease. ### Product Management Intern @ Apollo Global Management, Inc. Jan 2023 – Jan 2023 | New York, New York, United States • Supported the Product Management team in the design and development of data analytics and digital assets applications for the asset management industry. • Investigated and documented the flow of financial data received by the firm’s portfolio companies in order to identify key pain points and improve overall data analytics operations. • Conducted research, participated in 3rd-party product demos and compiled weekly reports on emerging start-ups and ongoing developments in generative AI with potential for integration into the firm’s AI strategy. • Developed a software tool in Python that explores optimizing the allocation of assets into leverage facility portfolios aimed at maximizing various health metrics while adhering to covenant requirements. ### Software Engineer Intern @ Upduo Jan 2022 – Jan 2022 • Worked as part of the engineering team to develop, improve and maintain a cross-platform full-stack application in an agile environment. • Developed asynchronous Python scripts using celery in the Django backend (along with a suite of unit tests) that compute and update a Postgres database to support a highly requested customer feature. • Delivered several major and minor UI/UX features using TypeScript and React Native in the web app frontend to enhance user engagement and experience. • Updated GraphQL requests and introduced Python type checking as part of a larger strategy to mitigate errors and improve performance. ### Undergraduate Research Assistant @ MIT Senseable City Lab Jan 2020 – Jan 2021 • Utilized geographic data from residential air quality dataset to capture additional demographic information to support further analysis. • Led the creation of a dataset of air quality monitors listed on Amazon with information on cost, star rating, and customer reviews by utilizing web-scraping tools. • Leveraged NLP techniques to develop topic models from the air quality monitor dataset to determine the factors and use-cases most significant to customers at different levels of satisfaction. ### Undergraduate Research Assistant @ MIT Media Lab Jan 2019 – Jan 2019 | Cambridge, Massachusetts • Developed graphical user interfaces for existing Matlab codebase in order to streamline data entry and aid in visualization of results. ## Education ### Master of Engineering - MEng in Electrical Engineering and Computer Science Massachusetts Institute of Technology ### Bachelor of Science - BS in Electrical Engineering and Computer Science Massachusetts Institute of Technology ## Contact & Social - LinkedIn: https://linkedin.com/in/antonio-berrones - Portfolio: http://www.antonioberrones.com - Portfolio: https://drive.google.com/file/d/1P3rkNFJ40PU1C66nhPos6OuUSD1FQFr5/view?usp=sharing --- Source: https://flows.cv/antonioberrones JSON Resume: https://flows.cv/antonioberrones/resume.json Last updated: 2026-03-28