Summary
Overview
Work History
Education
Skills
Timeline
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Albert Lo

Software Engineer, Machine Learning Engineer

Summary

  • 3+ years of practical working experience.
  • Expertise in applying machine learning / deep learning solutions to create real business value.
  • Strong mathematics, solid statistics, and production level programming skills.
  • Critical thinking, passionate with effective communication and teamwork.

Overview

5
5
years of professional experience
7
7
years of post-secondary education

Work History

Software Engineer

Linker Networks
Taipei
07.2022 - Current
  • Coordinated with other engineers to evaluate and improve software and hardware interfaces.
  • Worked with software development and testing team members to design and develop robust solutions to meet client requirements for functionality, scalability, and performance.
  • Developed robust, scalable, modular and API-centric infrastructures.
  • Coordinated efficient large-scale software deployments.
  • Promoted experience with Kubernetes, Docker and Amazon Web Services.

Data Scientist

Glaibo Digital Co
Taipei
07.2021 - 03.2022
  • Built Apache Airflow from scratch which led to 40% increase in productivity
  • Implement S.O.M for user clustering to improve user understanding
  • Deployed using Fast API and EC2
  • Design hybrid recommender system for over 1k product platform, including both personal and non-personal approach
  • Deployed using Fast API and Docker.

Software Engineer Intern

Titansoft
Taipei
02.2020 - 07.2020
  • Built a product status website which monitors over 7 products with both status and predict unusual events simultaneously
  • Developed an internal website that is used to online messaging, chatting, and dating to increase colleague’s relationship.

Data Analyst Intern

KEKCC
Tsukuba
03.2019 - 08.2019
  • Create deep learning (Inception V3) model to reconstruct and measure true energy from experiment
  • The model increases 34% of measurement accuracy compared to previous method.

Data Scientist Intern

CloudMed
Taipei
07.2018 - 02.2019
  • Improved real-time human organ detection model for da Vinci Surgical System, using Yolo v3 with accuracy over 80%
  • Build ovum health detection model to increase the success rate of artificial fertilization, the results increase 40 % of success rate.

Education

Master of Science - Physics, High Energy Physics Group

National Taiwan University
09.2017 - 06.2020

Bachelor of Science - Physics

National Changhua University
09.2013 - 06.2017

Skills

Languages: Python, SQL, C#, C, JavaScript, HTML

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Timeline

Software Engineer

Linker Networks
07.2022 - Current

Data Scientist

Glaibo Digital Co
07.2021 - 03.2022

Software Engineer Intern

Titansoft
02.2020 - 07.2020

Data Analyst Intern

KEKCC
03.2019 - 08.2019

Data Scientist Intern

CloudMed
07.2018 - 02.2019

Master of Science - Physics, High Energy Physics Group

National Taiwan University
09.2017 - 06.2020

Bachelor of Science - Physics

National Changhua University
09.2013 - 06.2017

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Albert LoSoftware Engineer, Machine Learning Engineer