Summary
Overview
Work History
Education
Skills
Additional Information
Timeline
Generic

Bor Ren Wang

AI algorithm engineer

Summary

During my university years, I participated in the International English Speech Society, challenging myself to speak in English in public settings to improve my fluency. I also joined the Mathematical Information Society to further my interest in programming and mathematics.


Next on my master's stage, I focused on computer vision research, applying cutting-edge AI methods to various tasks, including object detection for dash cams. I participated in an object detection competition organized by ITRI and advanced to the semifinals. I also worked on image restoration techniques to handle overexposed images, took part in research exchanges with GIGABYTE, and contributed to facial recognition applications.

At Realtek Semiconductor, I gained experience in IC development processes that were new to me during my master's studies. I also learned the challenges of transitioning algorithms from the research stage to practical implementation and how to solve them step by step to meet requirements.


Then driven by innovation at Realtek Semiconductor, I leveraged Python and C/C++ to enhance AI algorithms, notably improving computation speed for low-power applications. My collaborative skills shone through cross-team projects and customer support, showcasing my ability to deliver results and adapt to technological trends.

Overview

5
5
years of professional experience

Work History

AI Algorithm Engineer

Realtek Semiconductor
09.2021 - Current
  • Participated in internal interface tool development, assisting the ISP team in integrating the ISP Cmodel while learning module operations and cross-team collaboration.
  • Developed internal AI compiler, implementing and validating algorithm OPs for low-power applications, analyzing OP performance and optimizing computation speed. Also researched the TVM AI Compiler to understand technological trends and applied its methods to the internal compiler.
  • Executed Proof of Concept (POC) projects by applying algorithms to various internal datasets, analyzing model issues, and addressing false positives and negatives.
  • Provided support to customers and internal teams, solving operational issues and extending algorithm-related topics.

Assistant Engineer

Aeroprobing Inc.
10.2020 - 12.2020

User interface development for drones and video streaming research.

AI Intern

GIGABYTE Technology
02.2020 - 09.2020

Face recognition research and issues analysis.

Packaged the facial recognition application into an API for internal colleagues to use.

Education

Master of Science - Computer Science

National Chengchi University
Taipei City, Taiwan
04.2001 -

Bachelor of Commerce - Management Information Systems

National Chengchi University
Taipei City
04.2001 -

Skills

    Python

    C/C

    Pytorch/Tensorflow

    Computer Vision

Additional Information

A member of Sponsor team at 2018 PyCon, who is a passionate Python lover, and always learn new trend and exchange with others.

During preparation, I helps to find the possible sponsor who may support PyCon and make this spectacular event colorful and special.

Timeline

AI Algorithm Engineer

Realtek Semiconductor
09.2021 - Current

Assistant Engineer

Aeroprobing Inc.
10.2020 - 12.2020

AI Intern

GIGABYTE Technology
02.2020 - 09.2020

Master of Science - Computer Science

National Chengchi University
04.2001 -

Bachelor of Commerce - Management Information Systems

National Chengchi University
04.2001 -
Bor Ren WangAI algorithm engineer