# Ashwin G. > UC Berkeley EECS MS '23 | Amazon SDE | Deep Learning Researcher Location: San Francisco Bay Area, United States Profile: https://flows.cv/ashwing I am a hardworking and self-motivated fourth-year college student at the University of California, Berkeley studying Electrical Engineering and Computer Science. I am proficient in Python, Java, and C and have seven years of programming experience through high school robotics, coursework, internships, deep learning research, and project-oriented student organizations at Berkeley. I am interested in deep learning and fintech and hope to help many people using these technologies. ## Work Experience ### Software Development Engineer @ Amazon Web Services (AWS) Jan 2023 – Present | Cupertino, California, United States ### Undergraduate Student Researcher @ Berkeley Artificial Intelligence Research Jan 2020 – Jan 2023 | Berkeley, California, United States * Adapt traditional neural network training algorithms to novel implicit networks and incorporate a sensitivity matrix regularization penalty to improve model accuracy * Analyzed the robustness of various neural networks represented in an implicit model using my custom-made diagnostic tool (Python/PyTorch) to gain insight into preventing adversarial attacks ### Software Development Engineer Intern @ Amazon Jan 2022 – Jan 2022 | Cupertino, California, United States ### Vice President of Technical Consulting @ FinTech at Berkeley Jan 2021 – Jan 2022 | Berkeley, California, United States ### Technical Consulting Project Manager @ FinTech at Berkeley Jan 2020 – Jan 2021 | Berkeley, California, United States * Recruited and managed a team of 5-10 engineers with varying technical backgrounds, planned and lead weekly team meetings, assigned weekly tasks catering to member strengths, and developed features for our sports betting app ### Blockchain Developer @ FinTech at Berkeley Jan 2020 – Jan 2020 | Berkeley, California, United States * Learned core fundamentals of blockchain full-stack development using Solidity, Web3 Ethereum API, and React web framework * Created a web app for university students to efficiently buy and sell used items utilizing a double-opt-in escrow-like scheme backed by blockchain and smart contract technology ### Software Engineer Intern @ Medtronic Jan 2021 – Jan 2021 | North Haven, Connecticut, United States * Adapted breast cancer detection ML model to detect and localize up to 10 abdominal structures in ultrasound images with 95% accuracy * Developed program that creates 3D models (in < 5 sec.) of critical structures present across a series of ultrasound images to make intraoperative visualization more intuitive for surgeons * Added custom commands to voice control unit and created GUI to demonstrate voice control of 3D reconstruction program ### EECS 16A Academic Student Employee (ASE) @ UC Berkeley Electrical Engineering & Computer Sciences (EECS) Jan 2020 – Jan 2020 | Berkeley, CA * Graded homework and provided feedback to 600 students on problems related to Linear Algebra, Circuit Analysis, and Signal Processing Algorithms ### Autonomous Navigation Software Developer @ UAVs@Berkeley Jan 2019 – Jan 2020 | Berkeley, California, United States * Designed and implemented a pathfinding and dynamic object avoidance algorithm for a fixed-wing drone using Python, A* search algorithm, NumPy linear algebra library, and multivariable calculus knowledge * Analyzed several research papers highlighting mathematically dense algorithms and incorporated the most viable aspects of each into our algorithm * Generated granular waypoints surrounding virtual cylindrical obstacles and used the A* search algorithm on these waypoints to provide the drone with the most optimal path to fly ### Instructor @ Mathnasium - The Math Learning Center Jan 2018 – Jan 2020 | Palm Harbor, FL * Helped K-12 students on their math homework while also strengthening their foundational math skills by guiding them through the Mathnasium curriculum * Ensured learning math is as enjoyable as possible by integrating engaging math games into the learning process and tailoring my instruction style to each individual student * Seasonal employee after starting college ### Software Team Lead (FIRST Robotics Competition Team 79 Krunch) @ FIRST Jan 2018 – Jan 2019 | Tarpon Springs, FL * Taught basics of Java programming to 10 new team members through workshops, code reviews, and programming exercises * Spearheaded programming efforts that allowed our 2019 team robot to drive, relay a dual-camera feed to the driver station, score kickballs into an eight-foot-high target, and flip onto a platform using Java and WPILibs * Created a multipage instruction guide, using the Github wiki feature, for the many complicated tasks that the software team has to perform ### Vice President of Treasury and Procurement (FIRST Robotics Competition Team 79 Krunch) @ FIRST Jan 2017 – Jan 2018 | Tarpon Springs, FL ### Florida FBLA District XII Treasurer @ Future Business Leaders of America-Phi Beta Lambda (FBLA-PBL) Jan 2018 – Jan 2019 | Pinellas County, FL ### East Lake High School Chapter Treasurer @ Future Business Leaders of America-Phi Beta Lambda (FBLA-PBL) Jan 2017 – Jan 2018 | Tarpon Springs, FL ## Education ### Master of Science - MS in Electrical Engineering and Computer Sciences University of California, Berkeley Jan 2022 – Jan 2023 ### Bachelor of Science - BS in Electrical Engineering and Computer Sciences University of California, Berkeley Jan 2019 – Jan 2022 ### Academy of Engineering East Lake High School Jan 2015 – Jan 2019 ### Dual Enrollment Student St. Petersburg College Jan 2016 – Jan 2018 ### STEM For Scholars Summer Program University of South Florida Jan 2017 – Jan 2017 ## Contact & Social - LinkedIn: https://linkedin.com/in/ashwin-ganesh10 --- Source: https://flows.cv/ashwing JSON Resume: https://flows.cv/ashwing/resume.json Last updated: 2026-03-22