▪ Conceived an LSTM-based approach to automated event detection in football game video footage▪ Investigated role of racial bias in state-of-the-art deep face recognition models▪ Research outcomes: 2 papers, 3 co-author papers, 1 oral presentation

▪ Tutored senior students on core robotics concepts, i.e. image processing, control theory, and probabilistic methods▪ Guided students in troubleshooting and optimizing hardware-software integration during lab sessions▪ Collaborated with Dr. Joshua Mangelson to adapt and improve course materials based on student feedback and learning outcomes

▪ Wrote 1000s of lines of C code deployed on STM32-based product valued at over $500k▪ Designed more than 10 software modules for low-level interfacing with power components i.e. DC/DC converters, inverters, automatic transfer switches, etc.▪ Created validation firmware for in-house development boards, rigorously testing CAN, I2C, UART, GPIOs, and other MCU peripherals▪ Developed numerous internal software applications, including a graphical Modbus TCP server simulator, as well as a BLE-enabled firmware testing tool

▪ Guided a class of 100 junior students to mastery of embedded programming practices, i.e. peripheral interfacing, interrupts, finite state machines, etc.▪ Provided one-on-one tutoring of lecture material as well as in-lab debugging assistance▪ Evaluated student progress and offered individualized feedback to ensure proficiency of concepts

▪ Researched piezoelectric micromachined ultrasonic transducers as a method of haptic feedback for volumetric displays▪ Utilized finite element analysis software to conduct simulations and analysis of transducer performance▪ Spearheaded creation of an Arduino-based interactive model rocket designed to promote STEM education of young people

▪ Manually conducted 100s of hours of thorough system testing as a means of reviewing pull requests▪ Devised creative methods for “breaking” the system and locating bugs in software architecture▪ Authored and maintained system documentation and release notes for department-wide use

▪ Executed hardware and software repair on 100s of mobile and desktop devices▪ Received official Apple Technician Certifications