Avatar of 李宗霖.
李宗霖
資料分析師
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李宗霖

資料分析師
Graduated with Master Degree in Department of Accounting, National Taiwan University (NTU) | Skilled in Data Analysis, Machine Learning, Financial Accounting and Auditing.
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恆隆行貿易股份有限公司
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National Taiwan University
Taiwan
Taiwan

CV Pilihan

Diunggah pada 26 Sep 2024

Latar Belakang Profesional

  • Status sekarang
    Sudah bekerja
    Terbuka untuk peluang
  • Profesi
    Analis
    Akuntan
  • Bidang
    Audit
    Digital
  • Pengalaman Kerja
    1-2 tahun (relevan Kurang dari satu tahun)
  • Management
    Saya berpengalaman mengelola 1-5 orang
  • Skil
    Python
    SAS
    R
    Stata
    LaTeX
    Git
    Excel VBA
    Visio
    Word
    PowerPoint
    Deep Learning
    Prefect
    dbt
    Google BigQuery
    Natural Language Processing (NLP)
  • Bahasa
    English
    Fasih
    Malay
    Bahasa ibu atau Bilingual
    Chinese
    Bahasa ibu atau Bilingual
    Japanese
    Menengah
  • Pendidikan tertinggi
    Master

Preferensi pencarian kerja

  • Jenis pekerjaan yang diinginkan
    Magang
    Tertarik bekerja jarak jauh
  • Jabatan pekerjaan yang diinginkan
    人工智慧工程師、軟體設計工程師、Deep learning engineer、Machine learning engineer、深度學習工程師、機器學習工程師
  • Lokasi pekerjaan yang diinginkan
  • Bekerja lepas

Pengalaman Kerja

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數據及新科技中心實習生

09/2023 - Sekarang
- Using ETL tools such as dbt (Data Build Tool) and Prefect 2.0 (Orchestration Tool) for automating the CI/CD development in data warehouse and maintain database pipeline architectures. - Transform datasets into valuable insights that align with business needs to assist company decision-making. - Collaborate with data analysts to solve data quality and integration issues, using MySQL syntax to retrieve data under complex conditions.
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Project Trainee

07/2022 - 12/2022
6 mos
Taipei City, Taiwan
This project is implemented by Talent Circulation Alliance (人才循環交流推動計劃), hosted by Ministry of Economic Affairs and Ministry of Digital Affairs at Taiwan. The project has been honored with Outstanding Award (特選) at Global Digital Talent Awards 2022. • Project Title: Risk Prediction Platform for Freeways: Big Data Analysis for Bus Company Driver Behavior • Project Description: This project aims to use data science techniques, such as Artificial Intelligence (AI) and Machine Learning (ML), to analyze driving behavior data generated from multiple sources. The analysis results would help managers of public transit companies and bureau of transportation to develop corresponding transportation safety strategies.
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KPMG IT Audit Intern

01/2022 - 06/2022
6 mos
Taipei City, Taiwan
With insights of enormous and complicated digital transaction records, as well as assessments of information environment where business operation and management procedure take place, several measures are taken to achieve descriptive and predictive goals of information technology audit.
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Student Staff

02/2021 - 06/2022
1 yr 5 mos
Taipei City, Taiwan
Records, edits and publishes speeches and courses taken place in NTU campus.
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Student Staff

09/2019 - 06/2022
2 yrs 10 mos
Taipei City, Taiwan
Provides information center inquiry services and assists with scheduling and organizing events.

Edukasi

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Master (S2)
Accounting (Division of Business Intelligence and Data Analytics)
2022 - 2024
4.2/4.3 GPA
Deskripsi
- Thesis title: Posters on Social Media and Stock Returns. Using natural language processing tools to conduct text mining on posts, studying the correlation between sentiment scores, polarity, topic diversity, and firm-level stock return. Final grade: A+. - Worked as a teaching assistant for the financial accounting course, and received the Outstanding TA Award for Practicum Courses (Category B2) in the autumn semester of the year 2023.
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Sertifikasi Online (cth Coursera)
Business Analytics Program
2020 - 2022
Deskripsi
- The courses I have taken are namely Operations Research, Manufacturing Data Science, Social Media Analytics, Business Statistical Data Analysis and so on. - In a capstone project of this program, my teammates and I completed the project titled "Behavior Convergence Assessment and House Features Preference’s Prediction of House buyers’ Decision" under the guidance of mentors from Sinyi Realty. We have ensembled an integrated model to predict the house buyers' budget and house features preference based on members' searching history.
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Sarjana (S1)
Accounting
2018 - 2022
3.86/4.3 GPA

Sertifikasi dan Lisensi

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Japanese-Language Proficiency Test (JLPT) N3

Japan Foundation and Japan Educational Exchanges and Services
Dibuat 12/2022
Tidak Ada Tanggal Kadaluwarsa
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TOEIC (955)

Educational Testing Service,ETS
Credential ID: 21073513
Dibuat 11/2021
Tidak Ada Tanggal Kadaluwarsa