Instructional Aide: EECS 477

• Aug 2023 - Present

Instructional Aide, EECS 376

• Aug 2022 - Aug 2023

- Taught EECS 376 (Foundations of Theoretical Computer Science) in the 2022-23 school year, a 700-person core class. - Helped students during office hours, answered questions on online forums, and taught weekly discussion sections with 30+ students on topics such as Turing machines, complexity classes, and algorithm design.- Went above and beyond to hold convenient late-night office hours, conduct review sessions, write exam problems, and beta-test exams.

Software Engineering Intern

• May 2023 - Aug 2023

- Implemented ML model to contextualize collisions in re-simulated driving, improving performance of core collision detection model by 18%, identifying unrealistic simulated agent behavior, and adding interpretability to a black-box process. - Earned “exceeded expectations” on all performance reviews by consistently delivering project code ahead of schedule, refactoring systems to reduce technical debt, revamping outdated documentation, and helping onboard a new team member. - Generated critical insights by collaborating across multiple teams to pinpoint and remedy sources of excessive data noise in ground-truth labeling processes, diagnosing poor performance of several critical models. Show less

Autonomy Software Engineer

• Sep 2021 - Apr 2023

- Designed and implemented a CUDA-accelerated algorithm to process obstacle data and find a clear path for the rover to supplement autonomous navigation capabilities - Enhanced user testing interface by implementing point-and-click functionality for 3D point cloud visualized in 2D screen space, applying linear algebra techniques to reverse-engineer depth - Collaborated with teammates to test and integrate code into complex, large-scale codebase - Designed and implemented a CUDA-accelerated algorithm to process obstacle data and find a clear path for the rover to supplement autonomous navigation capabilities - Enhanced user testing interface by implementing point-and-click functionality for 3D point cloud visualized in 2D screen space, applying linear algebra techniques to reverse-engineer depth - Collaborated with teammates to test and integrate code into complex, large-scale codebase

Undergraduate Student Researcher (Full-time)

• Sep 2021 - Dec 2022

- Developed rule-based and machine learning approaches to sleep-state classification using MATLAB, creating generalizable models that speed up manual sleep scoring of terabytes of neural data - Wrote custom programs for Arduino-based FED3 device to conduct behavioral rodent experiments - Attempted to quantify changes in sleep architecture preceding sudden unexpected death in epilepsy (SUDEP) events to facilitate the development of early-warning systems - Presented at National Conference of Undergraduate Research (April 2022) and MRADS Symposium (April 2022) - Part-time from September to April, full-time from May to August Show less

Data Team Lead, Data Journalist

• Sep 2021 - Aug 2022

- Investigated data stories and create interactive data visualizations using D3.js, HTML, and CSS - Collected and explored data using Python packages like pandas, numpy, and matplotlib- Projects include: visualizing the history of the Michigan - Ohio State rivalry, a data-dive into the College Football Playoff, and customizable March Madness brackets

Web Team Recruitment Chair

• Jan 2022 - Mar 2022

- Led web team recruitment process for Winter 2022 semester- Delivered informational presentations to potential applicants and publicized opportunities by connecting with other organizations- Conducted interviews, evaluated applications, and helped hire final candidates

Managing Editor

• Jun 2020 - May 2021

- Led a team of 14 reporters, organizing articles, editing written work, and designing web content to create timely news and feature coverage for my high school community.- Developed JavaScript-based widgets, incorporated data visualization to enhance online site experience- Written 110 articles across journalism sections over four years, focusing on sports and news- Experienced sports and portrait photographer- View my written work here: https://harkeraquila.com/staff_name/aditya-singhvi/ Show less

Sports Editor

• Jun 2018 - May 2020

- Pioneered live online updates for key games for our publication, generating 2000+ hits for online site and improving our outreach within the community - Developed a mentorship program to train first-year reporters in sportswriting and photography- Used Adobe InDesign to design print sports pages for monthly newspaper, the Winged Post

Reporter

• Aug 2017 - May 2018