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Jimmy
Teaching Assistant – Programming Fundamentals …2023/7~2023/8
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Jimmy

Teaching Assistant – Programming Fundamentals …2023/7~2023/8
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國立勤益科技大學 National Chin Yi University of Technology
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國立勤益科技大學 National Chin Yi University of Technology
高雄市, 台灣
Taiwan

Latar Belakang Profesional

  • Status sekarang
    Tidak bekerja
  • Profesi
    Data Scientist
    Software Engineer
    Teknik Proses
  • Bidang
    Manufaktur
    Big Data
    Layanan Informasi
  • Pengalaman Kerja
    2-4 tahun (relevan Kurang dari satu tahun)
  • Management
    Tidak ada
  • Skil
    Genetic Algorithm
    Particle Swarm Optimization
    Ant Colony Optimization
    NSGA-II
    PPX crossover
    Python
    MATLAB
    Flask
    GitHub
    SQL
    ESG
    LBP
    TSP
    3R1T
    Hypervolume
    Pareto
    Python-based Tool Prototyping
    Teaching Assistant
    Programming Fundamentals
    Graph-based Path Optimization
    APIs
    Problem-solving
    Data processing
    Team collaboration
    ERP
    投資
    流程優化
    邏輯思維
  • Bahasa
    English
    Menengah
  • Pendidikan tertinggi
    Master

Preferensi pencarian kerja

  • Status sekarang
    Siap untuk wawancara
  • Jenis pekerjaan yang diinginkan
    Full-time
    Tertarik bekerja jarak jauh
  • Jabatan pekerjaan yang diinginkan
    工程師
  • Lokasi pekerjaan yang diinginkan
  • Bekerja lepas

Pengalaman Kerja

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Research Assistant

06/2022 - 07/2024
2 yrs 2 mos
Conducted multi-objective optimization research for sustainable disassembly planning. Implemented and compared GA, PSO, ACO, and NSGA-II algorithms; developed a custom PPX crossover and constraint-handling to ensure feasible solutions. Built Python prototypes and benchmarked solutions using hypervolume to evaluate Pareto front quality; produced modular tooling for data processing and result handling.

Teaching Assistant – Programming Fundamentals

07/2023 - 08/2023
2 mos
Designed problem-based exercises to improve students' algorithmic thinking and debugging skills; supported instruction for introductory programming topics.

ERP Support / Consultant (intern/project)

09/2021 - 02/2022
6 mos
Assisted with ERP usage troubleshooting and user-support tasks for a mid-sized service company (approx. 100–500 employees). Helped translate user needs into technical requirements, documented processes, and bridged communication between users and technical teams.

Edukasi

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Magister Ilmu Sains
工業工程與管理系
2022 - 2024
Deskripsi
碩士期間專注多目標最佳化(Multi-objective Optimization);碩士專題「回收利潤最大 × 產品剩餘最小」之多目標問題,應用 GA、PSO、ACO、NSGA-II 等演算法,實作 PPX crossover、自訂約束處理並以 Python 建構可行性與 benchmark 測試,使用 Hypervolume 評估 Pareto 解集品質,並開發 Python 原型整合演算法與系統工作流。
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Sarjana Sains
工業工程與管理系
2018 - 2022