Matt Cooper Email & Phone Number

San Francisco, CA, US

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Los Angeles, California, US

Los Angeles, California, US

- Lead the full-stack development of Studio's app and core systems.- Helped scale team from 3 to 90 people. Hired engineers from new-grad to staff-level, in specialties including full-stack, backend, data, tooling, and security.- Directed four engineering teams to execute effectively on product and technical goals, including the development of Studio's.

Austin, Texas, US

Designed and trained latency-efficient neural networks for Tesla Autopilot.- Built tooling for accurate hardware-based latency estimates of PyTorch Models. Enabled latency-aware Neural Architecture Search that produced internal SOTA models for all highway driving tasks.- Rewrote 2D Object Detection code from scratch. Improved mAP by >5% (>13% on small.

- Reduced FLOPs of Freespace, Lanes and Object Detection tasks by 62% using multitask learning methods in PyTorch. Accuracy on all tasks maintained to within 1% IoU (segmentation) and mAP-50 (detection).- Led tooling for curation of new 60k image dataset.- Managed a summer intern and directed his development of an automated hyperparameter tuning framework.

- Boosted object detection by 25% relative mmAP through improving image augmentation in MXNet. — Awarded US patent for novel approach: https://patents.google.com/patent/US11205093B2/en— Blog post reached front page of Hacker News: https://medium.com/p/4831998c5509

Providence, Rhode Island, US

- Founded and lead Brown's self-driving car research group under Prof. Michael Littman. Game theory and RL for socially-strategic driving.- Lead author: “Stackelberg Punishment and its Application to Bully-Proofing Autonomous Vehicles” (ICSR 2019), arxiv.org/abs/1908.08641- Organized and built curriculum for Brown’s first Deep Learning course. Now the.

- Co-founded Convogo, a group chat app for organizing real-world plans.- Coded our iOS and Android frontends in React Native.- Lead a team of three and grew app to >200 WAUs.

San Francisco, California, US

⁃ Added image upload functionality to Fin’s web app using React, Redux, Ruby and AWS.⁃ Improved agent efficiency by using the Google Vision API to enable automatic image transcription.⁃ Improved search by using Ruby to rank users’ top contacts based on email interactions.

Santa Clara, CA, US

- Spent spring 2017 working on Deep Learning applications at NVIDIA.- Enabled a pharmaceutical customer to automate part of their drug discovery process by implementing a deep embedded clustering (DEC) model on cellular imaging data.- Mapped real-world objects (e.g. chairs, tables) into VR using 3D object localization models. - Enabled massively increased.

Providence, Providence, US

- Founded and lead Brown EP's "Startup Resources" team.- Helped student startups succeed by connecting them with funding, mentorship, and other resources.

- Founded Chorus, a social platform for collaborative songwriting.- Designed and coded our iOS app in Objective-C (>19,000 lines of code) as the sole front-end developer.- Hired and led a team of three.- Accepted into Brown Venture Fellowship and B-Lab Startup Accelerator.

Bachelor Of Science (B.Sc.), Computer Science

Education record