David Jr Sim
- Location
- Los Angeles, California, United States
- [email protected]
- Website
- https://www.printhello.world
Experience
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Special Interim Machine Learning Researcher at Associated Students of the University of California Santa Barbara
Highlights
- Utilized PyTorch, Trio3, and other modern software to develop a pipeline harnessing Unet, TeethSeg, and other medial machine learning networks.
- Organized and participated with cross-departmental teams to design and implement novel AI architecture in the clinical setting.
- Authored and co-authored a research paper detailing findings and results for publication in peer-reviewed journals and academic conferences.
- Conducted extensive literature reviews and synthesized research findings to develop novel deep learning approaches to medical image analysis.
- Contributed to a 40% increase in lab funding by driving key research advancements during tenure.
–
Technology Director at Isla Vista Tenants Union
Highlights
- Constructed a personable chatbot for commonly asked questions using decision trees, reducing human intervention and casework load by 19%.
- Upgraded scheduling software using logistic regression to auto-reschedule tenants in between open slots, improving casework efficiency by 40%.
- Trained algorithms on classifying property management providers on ratemyivrental.com using sentimental analysis.
- Organized Agile development team to improve feature development times by 30% through ad hoc committees.
- Conformed the organization's website to WCAG 2 standards for better content delivery to student tenants and website visitors.
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Lead Webmaster at UCSB SexInfo Online
Highlights
- Led a web development team to monitor and refactor the company's website while allowing for backward compatibility with existing APIs.
- Calibrated website to satisfy university and WCAG 2 requirements.
- Implemented Redis caching and CDNs to improve load times by 23%.
- Formalized new member orientation to the codebase and simplified introduction period by 1 week.
- Maintained the internal WordPress plugin, ensuring bug fixes and a 99.999% uptime.
Education
Bachelor of Science in Computer Science (B.S.) | Psychology & Brain Science (B.S.) | Statistical Science Minor from University of California - Santa Barbara with GPA of
Skills
- AI & ML
- Keywords:
- Fullstack
- Keywords:
- SysAdmin
- Keywords:
- Low Level
- Keywords:
- Dev Tools
- Keywords:
