info
skills
database management
web development
data visualisation
extract - load - transform (big) data
statistical & algorithmic thinking
cloud services (Azure/Google)
Experience
I have been working as a Data Engineer at Next Sense (formerly EDGE Next) since August 2023. Prior to this, I worked at Novalinq B.V. from January 2020 to July 2023, and interned at MOQO GmbH from April to November 2019. My key strengths include efficiency, versatility, well-organised coding, and a quick aptitude for learning new concepts.
85%
Python
80%
R
70%
HTML
40%
Git
65%
RShiny
55%
CSS
65%
Javascript
55%
Django
47%
Vue
45%
PySpark
60%
SQL
35%
Dash
27%
Scala
45%
Java
data handling
- set up and develop internal data api services using FastAPI and Docker image
- develop event-driven Azure/Google Cloud Functions
- build hierarchical processing for graph-structured data
- design and maintain serverless pool in Azure Synapse
- process IoT sensor data with Databricks PySpark, including handler for SCD-type-2
- investigate data integrity, create monitoring endpoints and set up notifications
cloud services
main tools for development
- Azure: Data Lake Gen2, Azure Functions, Data Explorer, Databricks, Synapse Analytics, Data Factory, Kubernetes, Container Apps, Cosmos, Event Hubs, Event Grid
- Google: Cloud Functions, Cloud Storage, Cloud Scheduler, BigQuery, App Engine, Apache Beam
- CI-CD: Azure DevOps, Azure Bicep, GitHub Actions
modelling/analytics
- ad-hoc reporting and analysis
- collect data from multiple resources, build & deploy end-to-end predictive model for daily leakage incidents
- implement statistical model to detect energy spikes in heavy-tailed distributions
web development
- develop and deploy web applications, see demo
- build responsive dashboards in R-Shiny & Plotly-Dash
- stack: Vue.js front-end, Django back-end & templates
- visualisation experience in Three.js and D3.js
Education
1
Georgia Institute of Technology
MSc. Computer Science (Interactive Intelligence spec.)
GPA 4.0
Sep 2021 - Jul 2024
2
Maastricht University
BSc. Econometrics & Operations Research (Operations Research spec.)
Cum Laude
Sep 2016 - Jun 2019
3
National University of Singapore
University Exchange (School of Computing)
Sep 2018 - Dec 2018
