Hi, I am Ivan.
About Me
👋 I am Koh Quan Wei Ivan.
Data Scientist at Openspace Ventures and MSc. Computer Science Student at Georgia Tech. My key interests are in the areas of ML/AI and Software Engineering.
Writing @Â https://ivankqw.medium.com/
Skills
Programming Languages
Python
Java
R
JavaScript
TypeScript
SQL
Data Science and Engineering
Pandas
Tableau
PyTorch
TensorFlow
Airflow
Spark
MLflow
Web Development
Vue.js
React.js
MySQL
PostgreSQL
MongoDB
Flask
Others
Firebase
Docker
Git
GCP
Databricks
Experience
Openspace Ventures
Data Scientist
July 2024 ~ Present
- R&D
- Portfolio Success
PythonMachine LearningGoogle Cloud Platform
National University of Singapore
Undergraduate Teaching Assistant (IS3107)
Jan 2024 ~ May 2024
- Teaching Assistant for IS3107 Data Engineering
- Created course material and conducted tutorial sessions for the cohort of over 100 students
- Graded assignments and group projects
PythonApache AirflowTeaching
Openspace Ventures
Data Science and Tech Intern
July 2023 ~ Jan 2024
- Creating new features for the firm's deal flow management system using Retool, JavaScript, and SQL
- Enhancing data pipelines in GCP using Python and various SDKs
- Spearheading R&D initiatives with large language models (LLMs)
JavaScriptSQLPythonMachine LearningGoogle Cloud Platform
Datature
Software Engineering Intern
Jan 2023 ~ June 2023
- Developed a full-stack business intelligence application using Retool, Express.js, TypeScript, and Docker
- Leveraged various SDKs to integrate various data sources and features into the company's main website
- Proposed and prototyped cloud-hosted servers for custom computer vision model training using gRPC, Flask HTTP, Tensorflow, Cloud Run, and Cloud Storage
TypeScriptPythonFlaskDockerGoogle Cloud Platform
GIC
Quantitative Research Intern
Aug 2022 ~ Nov 2022
- Analyse financial time series through exploratory data analysis (EDA) and present data-driven insights using visualisation with R
- Collaborate with quantitative strategists to generate and evaluate signals based on ideas from academic research to forecast future price movements in R
RSQL
Accenture
AI/Data Analytics Intern
May 2022 ~ Aug 2022
- Consulted with clients during the user acceptance testing (UAT) phase of a conversational AI project to gather and implement business requirements using Node.js and DialogFlow CX
- Developed automated testing scripts using Python to test conversational AI and related APIs
- Analysed text data using Python, and prepared actionable reports for the AI team
- Translated business requirements into API design logic and implemented Python scripts to automate testing of designed APIs
PythonJavaScriptDialogFlowData AnalyticsConsulting
National University of Singapore
Undergraduate Teaching Assistant (BT1101)
Aug 2021 ~ Nov 2022
- Teaching Assistant for BT1101 Introduction to Business Analytics
- Conducted weekly lab sessions to provide guidance to students on data visualization and data analysis, and the usage of statistical models in R
- Conducted coaching sessions to answer students' queries on the course material
- Coordinated and scheduled weekly coaching sessions for a group of 20 teaching assistants
RTeaching
NUS Business Analytics Consulting Team
Senior Analyst
Aug 2021 ~ May 2022
- Utilised data analytical skills such as web scraping and data wrangling to generate datasets with Python
- Trained supervised machine learning models to perform predictive analytics on cryptocurrency prices
- Collaborated with a partner startup in the development of an end-to-end asset pricing solution using Python
- Prototyped a chatbot solution for a partner startup using Google Cloud DialogFlow ES, and team was awarded the best solution award
PythonDialogFlowData AnalyticsConsulting
PwC
Risk Assurance (Data Trust Services) Intern
Dec 2021 ~ Jan 2022
- Collaborated closely with a team of consultants using Agile methodology to to gather business requirements in a supply chain digitalisation project
- Designed mock-ups using Figma to translate business requirements into actionable items for software developers
- Implemented data parsing techniques in Python to parse and evaluate documents
PythonAgileConsulting
Education
Georgia Institute of Technology
Master of Science in Computer Science
2024 ~ 2026
- Fall 2024 Cohort
- Specialization in Machine Learning
National University of Singapore (School of Computing)
Bachelor of Science in Business Analytics
2020 ~ 2024
- Specialization in Machine Learning
- Honours with Highest Distinction (First Class Honours)
- Awarded School of Computing Deans List for AY21/22 Semester 2 and AY23/24 Semester 1
- Awarded Distinction in Analytics Techniques Knowledge Area
Nanyang Junior College
GCE A Levels
2016 ~ 2017
- 5 Distinctions in the GCE 'A' Levels Examinations
Get in Touch
If you have relevant opportunities, or wish to have a meaningful conversation, do feel free to reach out to me!