Senior Software Engineer

• May 2023 - Present

Intern

• Oct 2022 - Mar 2023

· Introduced hyper-tuner and set up structure for machine learning model to improve the group efficiency. · Initiated multithreading skills and reduced video processing time from 30 minutes to 5 minutes in 1 week. · Built a robust dataset by identifying the key features that affect width prediction. · Developed a convolutional neural network model that achieved width prediction accuracy from 78% to 89% (above the experimental uncertainties) in 4 months. · Observed a threshold to distinguish different hyphae for irrigating plants precisely. Show less

Section Chief of Curriculum

• Aug 2016 - Jul 2021

· Managed the teaching and research associations of various subjects and diversified teaching methods. · Supervised teaching seminars to keep teachers informed of teaching goals and reduced 13% of students’ grades in E. · Led 2 students to prepare for National Biology Olympiad, who were awarded top 5 grades. · Headed the academic talent cultivation plan. · Cooperated with universities (Tamkang University, Mackay Medical College) to introduce experimental topics and a series of lectures for freshmen year in high school. · Integrated data analysis, programming, and omics to create an “Aquaponics” elective course and made a model to analyze nitrate levels in water to increase the growth rate of vegetables by 5%. · Planned school admission strategies and increase 7% enrollments. · Collaborated with industry and schools to increase vocational students’ employment rate by 6%. · Initiated different campaigns and programs to expand Tamkang senior high school’s exposure. Show less

Substitute of biology teacher

• Aug 2015 - Jul 2016

· Supervised 2 students to prepare for gifted class and admitted top 1 gifted class in Taipei. · Led 6 students to analyze leftovers, made a model to solve leftovers’ problem, and efficiently reduced 33% leftovers (from 1,500 kg to 1,000 kg per month). · Supervised 2 students to prepare for gifted class and admitted top 1 gifted class in Taipei. · Led 6 students to analyze leftovers, made a model to solve leftovers’ problem, and efficiently reduced 33% leftovers (from 1,500 kg to 1,000 kg per month).