Experience
Professional
November 2024 - Present
Apple
AI/ML Engineer
- Generative AI (GenAI), agent skills, model context protocol (MCP), for engineering, productivity, and automation.
- Design and product oriented machine learning. Deep learning for hardware design and antenna optimization.
- On-device deep-learning models for real-time sensing, data fusion, and signal processing.
- Online machine learning to adapt behavior to changing environmental conditions in manufacturing settings.
March 2022 - November 2024
Apple
AI/ML and Infra Engineer
- Deep learning for instrumentation, and manufacturing. Real-time learning in online manufacturing environment.
- Architect and develop AI/ML infrastructure, lead and manage cloud infrastructure engineering team, manage outage response.
- Infrastructure for auto-ML, architecture exploration, hyperparameter search, optimizations, data processing.
- Oversee software projects from design to deployment, provide guidance and oversight for engineering initiatives.
June 2017 - March 2022
Apple
RF System and Software Engineer
- Develop automated testing and calibration algorithms for RF systems. Debug baseband, antenna, RF and EE hardware issues.
- Provide system-level expertise for design and product development, instrumentation, testing, and calibration solutions.
- Develop and manage cloud infrastructure critical to product development, engineering, manufacturing.
- Deployment and debug in manufacturing/factory environments, managing cross-functional, manufacturing/factory operations.
August 2016 - December 2016
Apple
RF Cellular Test & Automation Engineering (Co-op/Intern)
- Develop test application to automate CMW500 for testing cellular technologies (LTE, GSM, UMTS).
- Work with RF engineers to develop cellular tests from 3GPP and system requirements, correlation studies between solutions.
- Work with contract manufacturers to validate and deploy RF test solution in production environments.
August 2015 - December 2015
ON Semiconductor
DSP Firmware and Algorithm Development (Co-op/Intern)
- Develop milti-core DSP audio encoding/compression (G.722, CVSD), custom codecs to increase compression, retaining quality.
- Evaluate codec performance, develop firmware tests, fixes for reliability and security. Optimize assembly and C code.
- Develop algorithms for memory management to optimize usage and read/write, data transfer speed.
January 2015 - May 2015
Department of National Defence
Defence Research & Technical Lead (Co-op/Intern)
- Design and develop high performance and versatility simulator for sensor data fusion research in intelligence aircraft (ISR).
- Develop algorithms to track targets, identify/assess threats, predict trajectory, conforming to NATO military standards.
- Engage with defence companies, foreign engineers/scientists, military to cultivate future research opportunities.
May 2014 - August 2014
Broadcom
Network Security Software Engineering (Co-op/Intern)
- Developed tests, fix bugs for access and content control, encryption, security vulnerabilities and exploits, system crashes.
- Created comprehensive automated and manual tests and plans based on future project road map.
August 2013 - December 2013
Siemens
Network Hardware/Firmware Engineering (Co-op/Intern)
- Generate, analyze packets to debug complex computer networks. Develop and test recovery systems and solutions (PRP, HSR).
- Implemented and tested high precision clock synchronization, contributing to IEEE 1588 Precision Time Protocol (PTP).
January 2013 - April 2013
Siemens
Network Software Engineering (Co-op/Intern)
- Develop automated tests, fix network security and reliability bugs, develop libraries for IETF protocols.
- Back-end server and in-house tools development for automating calculations and documentation.
Academia
2022
Private Pilot Certification
14 CFR Part 61
Specialized in airplane, single-engine, land (ASEL).
2021
University of Illinois Urbana-Champaign
Computer Science and Data Science (Master's Degree)
- Deep learning
- Statistical learning
- Natural language processing
2017
University of Waterloo
Electrical and Computer Engineering (Bachelor's Degree)
- RF and wireless systems
- Computer architecture
- Integrated circuits
2016
University of Waterloo
Electrical and Computer Engineering (Research)
Memory Coherency and Approximate Caching.