Experience

May 2022 - Present Electronic Engineer at Vision Intelligence (ATF)

– Deployed and fine-tuned machine learning image recognition models at the edge for object classification and vehicle number plate detection.
– Led the full product design lifecycle of a time-lapse camera, from concept to production, now a key product in our market lineup.
– Developed microcontroller firmware to facilitate communication with various subsystems including storage systems, single-board computers, LTE modems, solar charging systems, and
battery management systems.
– Designed PCB layouts for a multi-voltage power bus and solar charger.
– Proficiently utilized live streaming functionality via an RTMP server on a Linux-based system.

Mar 2023 - Present Founder at Transreal (Entrepreneurship)

– Deployed the large language model (LLM), specifically Llama 2, locally for a personalized fitness training program. Applied embedding and prompting engineering techniques to
customize the LLM for fitness-related tasks.
– Utilized computer vision models to extract human figures from videos and converted the 2D human images into 3D human skeleton data through inference.
– Completed online Machine Learning courses, earning a certificate in Machine Learning Specialization, demonstrating a commitment to continuous learning and staying updated on
industry-relevant skills.

Sep 2021 - May 2022 System Diagnostic Engineer at Baraja

-Analyzed system performance issues and identified root causes from various perspectives, including software coding, hardware degradation/contamination, and theoretical research.
– Collaborated with multiple engineering teams to address challenging issues from diverse viewpoints. Organized a working group for prioritizing top projects.
– Designed system tests, conducted data collection, and provided technical advice based on statistical evidence.
– Developed short-term effective containment measures and proposed long-term solutions to permanently resolve system issues in future production.
– Represented the company in delivering demo sessions to high-profile investors, clients, and universities.
– Effectively communicated with customers to comprehend their specific needs and deliver immediate solutions.
– Developed multiple Python tools for customer support and internal engineering testing purposes.
– Designed various quality tests to validate product performance and created work instructions to enhance engineering processes.

Aug 2019 - Sep 2020 Research Assistant at Sydney Nano Science Hub (USYD)

– Collaborated as part of an engineering team to develop medical devices for commercial use.
– Developed hardware designs involving soldering, wiring, PCB design, and FPGA programming and implementation.
– Drafted and continually enhanced material structure designs for prototypes, utilizing AutoCAD 3D modeling, 3D printing, and laser cutting technologies.
– Responsible for microcontroller coding using Arduino and Teensy platforms.
– Developed mathematical algorithms for processing and analyzing experimental data using Python and Matlab.
– Designed a user interface application in Python for use on computers in clinical studies.
– Currently in the process of patenting the structural design of a medical device as the primary inventor.