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Software Engineer
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
I am an experienced machine learning engineer with a proven track record in machine learning and distributed systems. I have both startup (Appier, Shopback) and big tech (Google) experience. I have industrial experience in machine learning, natural language processing, search ranking, and distributed systems. Also, I won 1 gold medal and 2 silver medals in the Kaggle competitions. I am equally comfortable working independently or as part of a team. My communication skills enable me to work effectively across functions to achieve project goals.
National Taiwan University
Master’s Degree, Computer Science and Information Engineering
January 1, 2012 – January 1, 2014
National Taiwan University
Bachelor’s Degree, Major in Computer Science and Information Engineering and Minor in Economics
January 1, 2008 – January 1, 2012
Appier
Senior Software Engineer
October 1, 2023 – Present
Taipei City, Taiwan
Software Engineer
February 1, 2022 – May 1, 2023
New Taipei City, Taiwan
ShopBack
Senior Software Engineer, Search
July 1, 2021 – January 1, 2022
Taipei City, Taiwan
ShopBack
Software Engineer, Search
June 1, 2020 – June 1, 2021
Taipei City, Taiwan
Appier
Senior Machine Learning Scientist
December 1, 2018 – February 1, 2020
Taipei City, Taiwan
Appier
Machine Learning Scientist
August 1, 2014 – November 1, 2018
Taipei City, Taiwan
National Taiwan University
Teaching assistant of Randomized Algorithms
February 1, 2014 – July 1, 2014
National Taiwan University
Teaching assistant of Computer Architecture
September 1, 2013 – January 1, 2014
National Taiwan University
Teaching assistant of Data Structures and Algorithms
February 1, 2013 – July 1, 2013
National Taiwan University
Teaching assistant of Algorithm Design and Analysis
September 1, 2012 – January 1, 2013
Cultural Fit Analysis
The candidate has a strong background in software engineering and machine learning, with significant experience at companies like Google and Appier. While the target role is 'Data Analyst', the candidate's experience is heavily skewed towards Machine Learning Scientist and Software Engineer roles, which involve more model development and system building rather than pure data analysis, reporting, or business intelligence. This suggests a potential mismatch with the core responsibilities typically associated with a Data Analyst role, which often focuses on extracting insights, creating dashboards, and supporting business decisions rather than building ML infrastructure. The breadth of skills is strong in ML/SWE, but less explicitly in traditional data analysis tools and methodologies.
Soft Skills & Operational Fit
The candidate's resume highlights leadership in steering analyst teams and contributing to the entire product lifecycle, indicating strong collaboration and project management skills. Experience as a teaching assistant suggests an ability to explain complex concepts and potentially mentor others. The descriptions of building scalable systems and improving accuracy demonstrate a results-oriented approach.