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黃凡
New Graduate
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黃凡

New Graduate
Hi, 我是Daniel。 大學期間,系上的統計學開啟了我學習R語言的契機,也讓我開始對coding產生興趣。在努力不懈的自學與透過實習累績一些經驗之後,我申請上海外的統計碩士,並於2023年9月順利畢業。下一個階段的目標是成為一位機器學習工程師。
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ML6
Logo of the organization.
KU Leuven
台灣台北

Professional Background

  • Current status
    Unemployed
    Ready to interview
  • Profession
    Machine Learning Engineer
  • Fields
    Artificial Intelligence / Machine Learning
    Big Data
    Software
  • Work experience
    1-2 years (1-2 years relevant)
  • Management
    None
  • Skills
    Python
    R language
    Scrapy Framework
    Pandas Numpy Matplotlib
    tidyverse
    C/C++
    Linux
    SQL
    SQLAlchemy
    Pytorch
    Computer Vision
    Pose Estimation
    SAS Programming
  • Languages
    English
    Fluent
    Polish
    Beginner
    Chinese
    Native or Bilingual
  • Highest level of education
    Master

Job search preferences

  • Desired job type
    Full-time
    Interested in working remotely
  • Desired positions
    AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
  • Desired work locations
    Taipei, Taiwan
    Taichung City, Taiwan
    Hsinchu City, Taiwan 300
  • Freelance
    Part-time freelancer

Work Experience

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機器學習實習工程師

ML6
Internship
Oct 2022 - Jul 2023
10 mos
Ghent, Belgium
1. 研發一套可以辨識並檢測網球員動作的電腦視覺系統 2. 藉由OpenCL-enable GPU縮短98%的特徵提取時間
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助理工程師

矽立科技
Contract
Mar 2021 - Aug 2021
6 mos
Taipei City, Taiwan
1. Benchmark一系列的Pose Estimation模型,包括HRNet, Higher HRNet, Efficient HRNet, and Lite-HRNet 2. 開發Efficient HRNet與Lite-HRNet的inference function
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數據運營實習生

雪豹科技
Internship
Jul 2020 - Jan 2021
7 mos
Taipei City, Taiwan
1. 自動化生成財務報表與壞帳報表,替財務節省約8小時/月 2. 從8個顧客平台爬取數據後,計算每日數據落差率與利潤率 3. 藉由分析交易紀錄找出demand side的購買偏好,並將分析結果視覺化

Education

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Master of Science (MS)
Statistics and Data Science
2021 - 2023
Activities and societies
ESN Leuven Basketball Team
Description
Machine Learning and Inductive Inference Data Mining and Neural Networks Support Vector Machines: Methods and Applications Statistical Software Genetic Algorithms and Evolutionary Computing Stochastic Models Advanced Time Series Analysis Linear Models, Generalized Linear Models Concepts of Bayesian Data Analysis Fundamental Concepts of Statistics
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Bachelor’s Degree
森林環境暨資源學系
2016 - 2020
Activities and societies
爵士音樂社
Description
Calculus (general Mathematics) (b)(1) Calculus (general Mathematics) (b)(2) Statistics Introduction to Biometrics using R Engineering Statistics Computer Intensive Statistics in Ecology Mathematics for Life Scientists Mechanics of Materials Mechanics of Bio-composite Materials Computer Programming in Python C/C++ Programming

Licenses & Certifications

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Harvard University
Credential ID: f8272eb3-bf18-4f90-8295-e8b23e2652dd
Issued Aug 2023
No Expiration Date
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SAS 9.4 Base Programming - Performance-Based Exam Score Report

SAS
Credential ID: 409011318
Issued Nov 2021
No Expiration Date