YE

JIADONG

Hello.

I am a data analyst and software engineer from Singapore. Keen on strategic roles that synergise both Computer Science and Business fields.

Toggle Skills

Skills

Data Analytics

python

Python

python

R

Software Engineering

frontend

Frontend

backend

Backend

Machine Learning

frontend

GPT models

backend

Decision Models

I have extensive experience working with data in both Python and R on data visualisation, analysis and modelling. I am familiar with major data analytics libraries.

Occassionally, I build full-stack online platforms using languages such as Vue and Django, and also possess experience with React and PHP. I am also familiar with the microservices architecture deployed on cloud services.

In my final year thesis, I investigated the abilities of GPT language models, and carried out both prompt-engineering and the fine-tuning of GPT/transformer based language models.

Education

2019 - 2023

National University of Singapore

Bachelor of Computer Science Honours (Highest Distinction)

Specialisation in Software Engineering and Networking

Bachelor of Business Administration Honours (Highest Distinction)

Specialisation in Business Analytics

Minor in Economics

International

Exposure

2022

stanford-ihp

Stanford University

2019 - 2022

stanford-ihp stanford-ihp

Yonsei, Korea University

International Honors Program (IHP)

I spent my summer taking two undergraduate modules at Stanford University. I also had the opportunity to stay on campus at Branner Hall.

CS161 Design and Analysis of Algorithms

STATS202 Data Mining and Analysis

Winter School

Two winters were spent at Yonsei, and one at Korea University.

IWC112 Linear Algebra

IEE3593 Introduction to Big Data Analysis

IEE3293 Strategic Management

Coursework

Select a subject to view all courses taken.

    7 modules
    4 modules
    2 modules
    3 modules
    2 modules
    12
    3
    3
    3
    5

Modules taken to fulfill the requirements of the Economics minor:

EC2101

Microeconomic Analysis I

EC2383

Environmental Economics

EC3305R

Economic Data Analysis with R Programming

Teaching

I was a teaching assistant for some modules in both Computer Science and Business school.

CS2030S - Programming Methodology II

This was my first experience conducting a lab for an introductory Java programming module.

CS2106 - Operating Systems

I taught an operating systems lab together with Bernard Teo .

CS3219 - Software Engineering

I taught a software engineering tutorial together with Azeem Vasanwala .

DBA3702 - Descriptive Analytics in R

I facilitated and graded assignments in a R module.

CS4218 - Software Testing

I taught a software testing lab during my final semester in school.

Project Examples

Many of these projects were done in an academic setting in university.

Many of these projects were done in an academic setting in university.

Internship Experiences

SHOPBACK

Project Management / Talent Acquisition 2019 Feb - Jul

I interned under ShopBack's Chief Commercial Officer - Candice Ong.

  • Drove end-to-end recruitment of talent for entry to high-level functions, and devised hiring workflows to meet ambitious hiring targets
  • Programmed and deployed prototype for the company's new coupon product
  • Revamped marketing spreadsheets to improve clarity and efficiency of tracking commission targets by automating manual processes
  • Carried out extensive Competitor and Merchant Analysis to better predict trends and forge successful brand partnerships
shopback

SHOPEE

Regional Operations 2021 Summer

I interned under Shopee's Operations Associate - Nat Tientrakul.

  • Built highly accurate neural net and classifier models for the detection of counterfeit products on the shopping platform and accurate migration of product listings
  • Constructed, tweaked and implemented data models that allow for efficient and accurate migration of product listings
  • Streamlined data analytics pipelines to facilitate efficient processing of information for actionable insights
shopee