Passionate AI/ML engineer with expertise in creating state-of-the-art
models, deploying high-performance inference engines, and applying LLM,
NLP, CV, RL, etc AIs across diverse fields including astronomy,
healthcare, quantum system, finance, weather forecast, environmental and
more.
AIMLLLMNLPCV
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Experience
Software Engineer - Google
2023 - Present
Google AI Edge: introduced large language models similar to
ChatGPT to execute locally on device such as smart phones, and
allowed highly privacy secured usage and offline capability.
Chrome Built-in AI: Implemented and optimized inference engine
dedicated for on device environment, accelerated the performance
to match with day-to-day real-world user experience expectation
Designed and aligned the inference engine system to state of the
art AI and ML researches, to incorporate newly published
techniques in a rapid iteration pace
Software Engineer - MyCareLinq
2023 - 2023
Integrate human-computer interface systems for health care related
monitoring.
Software Engineer Intern - Google
2022 - 2022
Developed TFlite model tensor extractor and metadata writer.
Established a comprehensive rule and incorporated into an
identifier to classify ML model use cases with hierarchy rule
applying approach which covers 100% of common tasks published in
task library.
Utilized tensor extractor, metadata writer, task identifier along
with other corresponding tools and integrated a C++ code generator
which automatically produce C++ and Python inference codes for any
common TFlite models.
Collected and analyzed satellite images, extracted patterns and
physical meaning by machine learning models to predict cloud
movements.
Conducted machine learning models to estimate and predict solar
panel production rate in any given location in the nation with an
average accuracy of over 99%.
Analyzed the data contribution ratio within the blackbox of DNN
models, and backtracked the reliability of the source.
Back-end Developer - Brilltek
2019 - 2020
Developed back-end systems for monitoring and managing multiple
factories, including a CNC machining facility in Vietnam and a
solar power plant in Taiwan.
Designed resource flow and worker's SOP to improve performance and
increase labor safety.
Optimized resource distribution and usage priority to keep the
factory sustainable without supervisory control.
Part time Programmer - Institute of Astronomy, National Central
University
2019 - 2020
Contributed to astronomical research by developing software tools,
including a 2D Fourier transform application designed to detect
near-Earth asteroids.
Research Assistant - Caltech
2018 - 2018
Collected and classified transient astronomical events from Zwicky
Transient Facility data which scan ⅔ of the sky per night.
Studied a specific Type IIB Supernova transient event by first
track and record event progress with P200 telescope, SWIFT
ultraviolet telescope, and KECK spectrum telescope.
Estimated the mass ejection and energy released with models and
simulations, and investigated two peaks found in Type IIB
Supernovae.
Intern Engineer - SilverDome Security
2019 - 2020
Utilized honeypot to track and record the suspicious emails, login
attempts, port scanning and attempt of connection, and transferred
live data into database(Elasticsearch) with hierarchical data
structure.
Analyzed data from Elasticsearch database to determine malicious
user behavior to protect users from browsing phishing or malicious
websites, and filtered dangerous hyperlinks in emails by the
knowledge previously collecte.
Teaching Assistant - National Central University, Department of EE
and CS
2016 - 2017
Designed problem sets to let students practice C and C++ for
specific algorithms concepts such as sorting, mapping data
structures online.
Determined the edge cases to examine common programmers' mistakes.
Analysed and corrected 50 students' programs, and assisted
problems that students encounters during laboratory sessions.
Research Assistant - National Central University, Department of EE
and CS
2016 - 2016
Simulated different network topologies with mininet and virtual
machines to optimize 5G technology.
Established vRouter and vSwitch with SDN approach by ONOS,
Openflow, mininet and Quagga.
Education
M.S. in Computer Science
University of Southern California
United State
Specializations: Artificial Intelligence and Machine Learning
4.0/4.0
M.S. in Electrical and Computer Engineering
University of Waterloo
Canada
Focus: Machine Learning and Artificial Intelligence