Summary
Overview
Work History
Education
Skills
Certification
Lecturer
Timeline
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Jimmy Chuo

Jimmy Chuo

Sr. ML Engineer

Summary

Zhi-Xuan (Jimmy) completed his Master's degree in the Department of Electrical Engineering and Computer Science at Northwestern University. He possesses a wealth of expertise in conducting research on Machine Learning and Deep Learning, as well as implementing MLOps methodologies for production environments. Currently, he serves as a senior engineer on the Vyond R&D team, where he spearheads the development of cutting-edge ML technology for next-generation tools. His role is instrumental in successfully executing complex projects from start to finish. Moreover, he is a results-oriented and innovative engineer with almost 5 years of experience. Easily communicates complex technical requirements to non-technical stakeholders. Excellent leadership record of leading development teams in enterprise-wide development projects.

Overview

8
8
years of professional experience
6
6
years of post-secondary education
3
3
Certifications

Work History

Senior R&D Engineer

Vyond
Taipei
11.2021 - Current
  • Spearheaded maintenance of Git branches and enforced coding standards within the R&D team using Gerrit and SonarQube
  • Integrated many Computer Vision and Natural Language Processing models into company products
  • Architected and implemented a state-of-the-art MLOps and EKS infrastructure from scratch, optimizing the deployment of machine learning projects
  • Incorporated advanced models into product offerings, including the Diffusion model, GPT model, and U-2 Net
  • Excelled in cross-functional team collaborations, building comprehensive end-to-end product solutions
  • Successfully executed numerous large-scale system-level projects, showcasing expertise in architectural design and implementation.
  • Researched current trends to identify prospective customers and determine specific needs.

Data Scientist

QT Medical Inc.
Taipei
05.2019 - 10.2021
  • Received accolades with an accepted abstract for the AHA (American Heart Association) Scientific Sessions 2021: Artificial Intelligence for Predicting Human Age in ECG (Health Tech - 9452)
  • Obtained a Machine Learning patent for ECG innovation: “Automatic Electrocardiogram Data Processing Method [I727678]
  • Flourished as AI project lead, seamlessly integrating AI solutions into products using GCP and AWS
  • Developed a cutting-edge 12-lead ECG AI diagnostic system employing deep learning and a structured ETL pipeline with MLOps
  • Created and implemented new forecasting models to increase company productivity.
  • Compiled, cleaned and manipulated data for proper handling.

Research Assistant

Northwestern University - Image and Video Processing Lab
Evanston
01.2018 - 07.2018
  • Developed ResNet, VGG-16, and GAN models to facilitate Proof of Concept initiatives for doctoral candidates.
  • Partnered with Argonne National Laboratory to create an innovative convolutional neural network architecture, effectively extracting features from satellite imagery and achieving an impressive 95% accuracy rate.

Microsoft Student Partners

Microsoft
Taipei
09.2015 - 06.2016
  • Conducted over 15 Microsoft Azure Workshops as a lecturer, educating 200+ participants on cloud computing fundamentals and Microsoft Azure UI usage
  • Served as a Teaching Assistant in Coding Angel Workshop, empowering 100+ female engineers to learn coding
  • Appointed as Chief Technology Officer (CTO) in Microsoft Azure Project to resolve partners' coding challenges and design instructional plans for Microsoft Azure learners
  • Authored articles on basic image processing knowledge and programming skills for MSDN.
  • Organized and detail-oriented with a strong work ethic.
  • Developed strong communication and organizational skills through working on group projects.

Education

Master of Science - Electrical Engineering and Computer Science

Northwestern University
Evanston
09.2017 - 12.2019

Bachelor of Science - Communications, Navigation, Control Engineering

National Taiwan Ocean University
Keelung, Taipei
09.2012 - 06.2016

Skills

Machine Learning, Deep Learning

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Certification

Advanced Google Analytics

Lecturer

 Python local community, PyCon TW 2021

Timeline

Senior R&D Engineer

Vyond
11.2021 - Current

Advanced Google Analytics

05-2020

Data Scientist

QT Medical Inc.
05.2019 - 10.2021

Certified Data Scientist

07-2018

Research Assistant

Northwestern University - Image and Video Processing Lab
01.2018 - 07.2018

Master of Science - Electrical Engineering and Computer Science

Northwestern University
09.2017 - 12.2019

Microsoft Student Partners Certificate

06-2016

Microsoft Student Partners

Microsoft
09.2015 - 06.2016

Bachelor of Science - Communications, Navigation, Control Engineering

National Taiwan Ocean University
09.2012 - 06.2016

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Jimmy ChuoSr. ML Engineer