Tsung-Hsiang Ma Email & Phone Number

Bellevue, Wa, Us

United States

Software1. Developed and maintained a high-performance backend system and MongoDB database.2. Enhanced existing programs and developed 7+ new web tools utilizing RESTful APIs.3. Designed and executed 100+ test cases, improving 5+ functions and the robustness of the backend system.5G/4G1. Gained hands-on experience with Layer 2 structure, including SDAP, PDCP, RLC, and MAC layers.2. Analyzed network logs to identify, diagnose, and resolve issues related to data throughput and connectivity.3. Presented findings and insights on Layer 2 protocols to team members, contributing to knowledge sharing.

Taipei City, Taiwan

1. Developed a deep learning model for Pacific tuna age identification, streamlining fish demographic analysis and enhancing fisheries sustainability in a Taiwan Ministry of Agriculture project2. Deployed a website (https://ml-tunaotolith.toolmenlab.bime.ntu.edu.tw/) with React, Node.js, Nginx, Flask, Docker, Kubernetes, Triton Server on the lab server, expanding public access to the model3. Achieved 7.38% of coefficient of variation and improved 10.44% of the model performance using population-based training, multitask algorithm, and data imputation and augmentation within PyTorch

Taipei City, Taiwan

1. Developed a deep learning model for Pacific tuna age identification, streamlining fish demographic analysis and enhancing fisheries sustainability in a Taiwan Ministry of Agriculture project2. Collaborated closely with professors from the Institute of Oceanography, pooling expertise to collect vital samples and devise effective age identification strategies3. Instructed 30 students in the lab training courses covering Linux, Python, and Deep learning

Master Of Science - Ms, Electrical And Computer Engineering

Related Course: Recommender Systems & Web Mining, Statistical Learning, Deep Learning & Applications, Deep Generative Models, Convex.

Bachelor Of Science - Bs, Biomechatronics Engineering, 4.05

Activities and Societies: Class Representative of Dept. Biomechatronics Engineering Vice Activities Department Minister of Dept..