Experience

OpenMI at the University of Michigan

• United States
• Software Development
• 1 - 100 Employee

• Vice President of Curriculum

  • May 2023 - Present

  Hosted instructive sessions on diverse machine learning techniques, includingComputer Vision, Natural Language Processing, and Audio Signal Analysis, usinghands-on, code-along methods in OPENMI’s weekly meetings.Developed a comprehensive curriculum tailored for new members, facilitating asmooth onboarding process.Spearheaded recruitment initiatives, seizing every opportunity to attract newmembers and drive organizational expansion.

• Project Lead

  • Aug 2022 - Apr 2023

  - Led a team of 3 and oversaw the development of end-to-end app AniRef, which presents a machine learning toolbox that enables amatuer artists to extract reference images more efficiently from videos. - Researched trending and proven convolutional neural networks and present findings toproject team- Built data collection pipeline that leverages existing CondInst models to achieve semi-automated image annotation for preliminary bounding box collections, improved dataset quality through different techniques such as similar image elimination with sentence transformers and keyframe extraction with ffmpeg- Designed and developed intuitive UI for accessible usage of the machine learning system- Created algorithms to conduct tests and train different learning model techniques tooptimize and perform in depth analysis based on computational factors Show less