JIAYUN LUO
Overview
3
3
years of professional experience
1
1
Certification
Work History
Data Analyst
Flywheel Digital (Ascential)
08.2021 - 01.2022
- Utilized NLP models and ML models to provide insights on sales or promotion strategies and formulate executable business plan for top FMCG companies.
- Finished six projects with total annual contract worth of around 10+ millions RMB (2+ millions SGD), including Advertising Assessment, Sales & Share Analysis, and Ratings & Reviews/PR crisis defense.
- Applied data visualization tools (Tableau, Python Matplotlib & Plotly) to effectively communicate business insights.
Data Analyst
Qhdata
01.2021 - 08.2021
- Lead customer need analysis which facilitate the construction of a business intelligence (BI) operation system for Statistics Bureaus of Shenzhen and Huizhou
- Designed BI interface that allows the government of Yangzhou city to monitor economic indexes as well as operation of enterprises.
IBD Intern
Sealand Securities Co., Ltd
08.2020 - 11.2020
- Supported issuance of five company bonds, including preparing offering document, composing pricing report for bond, and achieved bond indenture
- Managed WeChat Official Account and update daily information of Stock, Bond, and Futures markets (boost 10% of subscriptions daily)
Intern
China CITIC Bank
08.2018 - 09.2018
- Communicated with at least ten mortgage loan clients per day to survey clients’ needs on financial products, both face-to-face and through phone call
- Formed surveyed result into three feature factors, combined with six system recorded client features, to predict financial products preference and delivered a report (Successfully attracted 5% of previous clients on purchasing new financial products)
Education
Master of Engineering - Research, Artificial Intelligence
Nanyang Technological University (NTU)
Singapore12.2023
Bachelor of Science - Statistics
University of California, Los Angeles (UCLA)
United States03.2020
Skills
- Programming Languages and tools: R, Python (Pytorch), MySQL, Tableau, Microsoft Excel, PowerPoint, Word
- Fun Fact: 300% return rate on cryptocurrency trading with arbitrage strategy applied, 10% annual return for four Consecutive years on Chinese stock market
- Hobbies: Flute, Basketball, Gym, Latin Dance, Baking, Skiing
Accomplishments
PSG Relation Classification Challenge (Python)
- Trained a computer vision model to select three most salient relations in the images from 50 relations
- Obtained the 2nd highest mean recall score out of 120 participants using a refined CLIP model that requires around10 minutes of training
- (https://codalab.lisn.upsaclay.fr/competitions/7153#learn_the_details-evaluation)
Certification
- GARP - Financial Risk Manager (FRM) Level I & II Passed
- The Phi Beta Kappa Society Honor Member
Publications
The 1st author, A Survey of Computer Vision Technologies In Urban and Controlled-environment Agriculture (2022), ACM computing survey under revision (Impact Factor: 14.324)
The 2nd author, Graph Neural Network for Traffic Forecasting: A Survey (2022), Expert Systems with Applications (Citation 229, Impact Factor: 8.655)
The 2nd author, Big Data for Traffic Estimation and Prediction: A Survey of Data and Tools (2022), Applied System Innovation
The 2nd author, An evaluation of machine learning and deep learning models for drought prediction using weather data (2021), Journal of Intelligent & Fuzzy Systems
The 1st author, Bitcoin price prediction in the time of COVID-19 (2020), The International Conference on Management Science Informatization and Economic Innovation and Development (MSIEID2020)
The 1st author, Chest X-ray Images Classification with Machine Learning (Abstract) (2020), International Conference on Picture Processing, Robotics and Artificial Intelligence (PPRAI 2020)
Languages
Chinese (Mandarin)
Bilingual or Proficient (C2)
English
Bilingual or Proficient (C2)
Chinese (Cantonese)
Intermediate (B1)
French
Elementary (A2)
Timeline
Data Analyst
Flywheel Digital (Ascential)
08.2021 - 01.2022
Data Analyst
Qhdata
01.2021 - 08.2021
IBD Intern
Sealand Securities Co., Ltd
08.2020 - 11.2020
Intern
China CITIC Bank
08.2018 - 09.2018
Master of Engineering - Research, Artificial Intelligence
Nanyang Technological University (NTU)
Bachelor of Science - Statistics
University of California, Los Angeles (UCLA)
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