Risk Analyst
Risk Management, OP Financial Group
March 2022 - Present
- Design and build a data pipeline to facilitate deposit modelling using Databricks and Snowflake
- Analyze customer behavior using transaction data
- Develop and maintain data control reports for monitoring risk reporting data quality
- Improved existing data pipeline for independent price verification process
Research Assistant
Probabilistic Machine Learning Group, Aalto University
May 2020 - May 2021
- Co-authored a paper on a likelihood-free inference method for state-space models
- Conducted literature review on related inference methods such as Gaussian process state-space models and particle filters
- Modified and augmented the ELFI library to support state-space model simulation and inference
- Analysed and discussed the final experimentation results
Teaching Assistant
School of Computer Science, Aalto University
Sep 2019 - Dec 2020
- Data Science Project: Supported a group of 4 students by organizing weekly meetings and providing feedback for the 3-month project on natural language processing
- Programming Studio 2: Monitored the progress of more than 20 students with a variety of project topics and reviewed their codes to provide feedback and final grading
- Programming 1: Assisted students with their weekly Scala programming assignments by helping with debugging and suggesting good programming practices
Peer Tutor
School of Mechanical and Aerospace Engineering, Nanyang Technological University
Sep 2014 - Dec 2016
- Helped students with homework for Engineering Mathematics and Heat Transfer courses
Engineering Intern
Avetics Global Pte Ltd
Jan 2016 - May 2016
- Assembled, maintained, and tested Unmanned Aerial Vehicles (UAVs)
- Designed and fabricated parts by Computer Numerical Control and 3D printing
- Assisted in various operational tasks of the company
Translator
Fluke South East Asia Pte Ltd
Oct 2013 - Nov 2013
- Translated technical datasheets and product interfaces from English to Vietnamese to support customers in Vietnam