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Avatar of 郭哲銘(Galen Kuo).
Avatar of 郭哲銘(Galen Kuo).
Optimization Algorithm Engineer @Taiwan Semiconductor Manufacturing 台灣積體電路製造股份有限公司
2020 ~ Present
Algorithm Designer
Within one year
system contains efficient meta-heuristics algorithm such as GA, PSO with Chaos-based initialization, ACO and AFSA(Artificial Fish-Swarm Algorithm) to solve classic benchmark including TSP, assignment problem and bin packing problem. • Experienced in linear programming language such as OOP with Lingo / Cplex package. • Build a fuzzy inference system contains 10+ membership function in C#. • Implement Back Propagation Neural Network in C#. 工作經歷 Industrial Technology Research Institute (ITRI)(工業技術研究院, 工研院), Data Analyst & Optimization Analyst (2nd year), Dec 2017 ~ 現在
C++
Combinatorial Optimization
Operation Research
Employed
Full-time / Interested in working remotely
4-6 years
National Taiwan University
Industrial Engineering
Avatar of 呂學炘.
Avatar of 呂學炘.
Data Science @Alfred Labs.
2017 ~ Present
Within one month
the company, I played a pivotal role in the development of our data infrastructure. This included the creation of robust ETL pipelines and automated dashboards, key advancements that enabled the entire organization to make data-driven decisions. My expertise in designing experiments, streamlining business metrics, and conducting causal inference analyses, significantly streamlined our decision-making process. Product and Marketing Design the experiments and key metrics for hypothesis verification. A/B Test Dashboard, automatically. Unconventional experimental analysis (such as natural experiments, fuzzy RDD, etc.). Optimize the effect of ads and payment pages from
Python
R
SQL
4-6 years
University of Taipei
Computer Science
Avatar of the user.
Software Engineer & UX Product Designer
More than one year
Software Development
Product Management
Product Design
Ready to interview
Part-time / Interested in working remotely
4-6 years
EPITA
Computer Science & Engineering

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Definition of Reputation Credits

Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.