▪ Assisting in teaching two upper level ECE courses in signal processing▪ Developed and administered a two-week project assignment requiring students to build a ConvNet image classifier using only the NumPy library▪ Holding weekly office hours and answering students’ questions on online class forums

▪ Developed traffic congestion estimator using image data from overhead cameras▪ Modified deep learning object detector for traffic application resulting in 3% increase of F1 score▪ Utilized ML models to autonomously categorize and prepare image data for human annotation▪ Programmed an outlining tool used by human intelligence workers to annotate thousands ofvehicles across image data▪ Analyzed, compared, and tuned models to maximize performance

▪ Researched state-of-the-art methods in monocular depth estimation to innovate company products▪ Tested and analyzed different depth estimation models to compare functionality and performance ▪ Programmed scripts to efficiently capture and clean hours of RGB-depth video data▪ Fine-tuned ML models to achieve average depth precision of under 6 inches across various scenes▪ Discussed feasibility and solutions of projects with other computer vision engineers in weekly meetings

▪ Programmed a script that reports on inactive/unused data across several databases resulting in over 20 TB of savings in data storage ▪ Developed an Oracle database user verification system that prevented and alerted illicit login attempts within the company ▪ Programmed and tested a policy verification system in order to strengthen compliance and automate quality assurance▪ Automated the deployment of security applications across numerous database environments

▪ Formulated compensation for alarm sensitivity at different voltages which ensured reliability throughout battery’s life▪ Performed controlled smoke simulation and carbon monoxide tests on company products to help meet product quality specifications▪ Identified cost-effective equipment alternatives that reduced the company’s operational costs▪ Debugged various company products using oscilloscopes, multimeters, and power supplies to ensure continuous operability▪ Soldered components and performed functionality tests to build prototypes that were later certified by Underwriter Laboratories

▪ Upgraded, programmed, and documented a turbine controller resulting in $60,000 of savings in corrective maintenance▪ Designed a remote control and monitoring system for waste heat boilers that increased safety and presented it at the unit’s engineering meeting▪ Assessed the expenses of reliability upgrades to optimize cost efficiency for every project▪ Coordinated with different departments and vendors to complete projects in a timely manner

▪ Built motor driver and pressure sensing circuitry that advanced company’s prosthetic technology▪ Interpreted several data sheets for microcontrollers, ICs, and motors that aided circuit repair▪ Presented pitches and demos to investors resulting in additional funding and resources