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Avatar of 陳勤霖.
陳勤霖
神經工程博士背景的數據分析師
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陳勤霖

神經工程博士背景的數據分析師
I have 5 years of hands-on experience in image and data analysis with biotechnology innovation projects. Dependable ability in managing collaborative projects to success. Business-driven motivation to apply analytic skills to optimize the product and its development procedure.
洛桑大學神經發育疾病實驗室
洛桑聯邦理工學院(EPFL)
台灣屏東

Featured Resume

CV-Chin-Lin_Chen.pdf

Uploaded on Apr 13th 2024

Professional Background

  • Current status
    Unemployed
    ・
    Ready to interview
  • Profession
    Data Scientist
    ・
    Biotechnology Researcher
    ・
    Python Developer
  • Fields
    Artificial Intelligence / Machine Learning
    ・
    Pharmaceutical / Biotech
    ・
    Medical Devices
  • Work experience
    4-6 years (4-6 years relevant)
  • Management
    I've had experience in managing 1-5 people
  • Skills
    Data Science
    Data Analysis
    Machine Learning
    Deep Learning
    Statistical Analysis
    Image Analysis
    Python
    Computer Vision(OpenCV)
    PyTorch
    NumPy
    Pandas
    Matplotlib
    Scikit-Learn
    Git
    PostgreSQL
    Docker
    Neuroscience
    Genetics
    Imaging
    Project Management
    Scientific Writing
    Probelm Solving
    Team Player
    Proactive Communication
  • Languages
    English
    ・
    Professional
    Chinese
    ・
    Native or Bilingual
    French
    ・
    Beginner
  • Highest level of education
    Doctoral

Job search preferences

  • Desired job type
    Full-time
    ・
    Interested in working remotely
  • Desired positions
    Data Scientist, Data Analyst, Machine Learning Engineer
  • Desired work locations
    Taipei, Taiwan
    ・
    New Taipei City, Taiwan
    ・
    Hsinchu City, Taiwan 300
    ・
    Taoyuan City, Taiwan
  • Freelance
    Non-freelancer

Work Experience

博士後研究員

洛桑大學神經發育疾病實驗室
・
Full-time
Jan 2023 - Dec 2023
・
1 yr 0 mos
1.建立果蠅行為篩藥用影像平台、整合相機與刺激器和Arduino自動化控制。 2.電腦視覺和深度學習發展半自動及自動化果蠅行為影片分類器(提升準確率72％至93%) 3. 罕見神經發育疾病與癌症老藥新用臨床前與臨床研發進度的文獻回顧發表(https://pubmed.ncbi.nlm.nih.gov/37940430/)。

博士級研究員

洛桑聯邦理工學院(EPFL)神經工程實驗室
・
Full-time
Jul 2017 - Jun 2022
・
5 yrs 0 mos
1. 整合多模組神經影像與動物行為資料庫分析流程、資料結構，以及影像/訊號前處理後，並進行統計分析和線性模型提取大型數據隱藏之資訊並視覺化。 2. 完成三項國際合作研究專案，團隊合作協調，貢獻整合式的神經影像與動物行為平台技術與後續資料分析，成功幫助合作者發表期刊論文。

電生理研究助理

國立清華大學腦科學研究中心
・
Full-time
Nov 2014 - Jul 2017
・
2 yrs 9 mos
Hsinchu City, Taiwan 300
1. 神經電生理訊號分析、神經細胞追蹤分析，與藥理試驗。 2. 研究論文撰寫與國際研討會的舉辦。

Education

洛桑聯邦理工學院(EPFL)

Doctor of Philosophy (PhD)
・
神經科學
2017 - 2022
Description
Thesis: Uncovering the Neural Encoding of Behavior in the Adult Drosophila Motor System. 主要發展神經影像平台技術，以及主要以Python建立後續大型資料影像處理和大型神經與行為訊號數據抽取的神經編碼的隱藏意涵，以了解在行為控制中，高等體感神經如何代表身體的狀態資訊。

國立台灣大學

Master of Science (MS)
・
腦與心智科學研究所
2011 - 2013
Description
Thesis: The Persistent Sodium Current in Rat Locus Coeruleus (LC) Neurons 神經電生理量測持續性鈉離子電流，了解正腎上腺素腦核區自發性放電的機制。

國立台灣大學

Bachelor of Science (BS)
・
森林環境暨資源學系
2007 - 2011