Jack Andraka
Machine Learning Engineer at Stanford Vision and Learning Lab
- Role
- Software Engineering Capstone Project at Los Angeles Dodgers
- Location
- Palo Alto, CA, US
- LinkedIn followers
- 500 followers
About Jack Andraka
Master\'s candidate in Electrical Engineering at Stanford University, focusing on machine learning, big data, epidemiology, and optimization. Skilled in Python, R, Matlab, Data Mining, Study Design, Genetics, Public Speaking, Grant Writing, and R&D. Passionate about solving health, environment, and social good problems through an engineering and data-driven lens.
Experience
Software Engineering Capstone Project
Jan 2022 — Present
Technologies: AWS Cloud Services, Python, React Native, PyTorch, Docker, Git, MongoDB• Developed and deployed a REST API for 2D and 3D pose estimation with a multi-threaded backend that was used to process over unique game footage videos. The API decreased average pose estimation time by 96%, decreased estimation error by 23%, decreased estimation error during fast motion by 45%, and enabled the interpolation of movements not captured in videos at a resolution up to 1kHz• Designed, deployed, and owned team’s cloud infrastructure using AWS, Docker, and MongoDB for entire project lifecycle helping team members iteratively develop a variety of ML and mobile app products• Led design and training of deep learning models to automate the detection of key scenes and individuals with 98% accuracy. • Designated presenter for group, prepared technical and non-technical presentations for SMEs and non-technical audiences. Won three awards to date for best presentations out of 11 groups• Interfaced with and gathered requirements from 10+ members of the LA Dodgers Quantitative Sciences Team and 20+ former and current Stanford baseball players and coaches to scope features of API and mobile app and test and iterate end products.
Education
Stanford University
Master’s Degree, Electrical Engineering
2022
Stanford University
Bachelor’s Degree, Anthropology
2022
Stanford University
Bachelor’s Degree, Electrical and Electronics Engineering
2022
Skills
- New Business Development
- Strategy
- Research
- Marketing
- Public Relations
- Management
- Marketing Strategy
- Leadership
- Motivational Speaking
- Project Management
- Entrepreneurship
- Social Media
- Public Speaking
- Youth Entrepreneurship
- Clinical Research
- Inspiration
- Science
- Cancer Research
- Start-Ups
- Biotechnology
- Social Networking
- Cancer Screening
- Strategic Planning
- Innovation
- Healthcare
- Business Development
- Molecular Biology
- Published Author
- Product Development
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.