02/EXPERIENCE
Experience
Ten roles across research labs, startups, and enterprise data platforms, in reverse chronological order.
Research
Jul – Aug 2026
Undergraduate Research Assistant
Nanyang Technological University · Singapore
Part-time, on-site
Recalled to SC3DP as an Undergraduate Research Assistant with Prof. Paulo Bartolo.
- Continued SC3DP research on additive manufacturing process data.
- Built analysis tooling to shorten the loop between print run and result.
- Research
- SC3DP
- Additive Manufacturing
- Python
Engineering
May – Jul 2026
Software Engineer Intern
InterSystems · Singapore
Full-time, on-site
Low latency data platforms and real time database internals.
- Contributed to low latency platform work backing real time database workloads.
- Worked across the ObjectScript stack with CMake builds and Ansible managed environments.
- ObjectScript
- CMake
- Ansible
- Databases
Research
Aug 2025 – May 2026
Research Intern
NTU CCDS · Singapore
Part-time, on-site
LLM safety alignment research with Prof. Anupam Chattopadhyay at the College of Computing and Data Science.
- Co-authored a paper on LLM safety alignment.
- Ran evaluation harnesses over alignment interventions and analysed failure modes across prompt families.
- LLM Safety
- Alignment
- Evaluation
- PyTorch
Research
Jul 2025 – Mar 2026
Research Intern
MIT Julia Lab · Remote and Cambridge, MA
Part-time, remote
Scientific machine learning research under PI Dr. Chris Rackauckas.
- Research intern in the Julia Lab under PI Dr. Chris Rackauckas.
- Worked in the scientific machine learning ecosystem around differential equation solvers and Julia numerics.
- Julia
- SciML
- Differential Equations
- Numerics
Research
Jan – Jul 2025
Research Intern
NTU SC3DP · Singapore
Part-time, hybrid
Singapore Centre for 3D Printing, under Prof. Paulo Bartolo.
- Supported additive manufacturing research under Prof. Paulo Bartolo.
- Handled experimental data capture and analysis across print runs.
- Research
- SC3DP
- Data Analysis
- Python
Engineering
Mar – May 2025
Software Engineer
SEAQR and SeaSwarm · Singapore
Internship, remote
SEAQR, now SeaSwarm, is a robotics startup founded by Harvard University researchers building autonomous marine sensing and monitoring systems.
- Built software for autonomous marine sensing.
- Worked on the data path between fleet hardware and the analysis tooling consuming it.
- Robotics
- Autonomy
- Marine Sensing
- Python
Engineering
Jan – Mar 2025
Software Engineer
Tagit · Singapore
Internship, on-site
Transaction anomaly detection for digital banking products.
- Architected a modular transaction anomaly detection system for digital banking, modelling outliers with per-user Isolation Forests and shipping the dashboard that let analysts act on what it flagged.
- Implemented per user Isolation Forest modelling and percentile based spike detection.
- Engineered rolling 7 day and 30 day behavioural features, merchant spend ratios, and temporal risk signals.
- Built a production ready Streamlit monitoring dashboard with exportable analytics and audit summaries.
- Anomaly Detection
- Isolation Forest
- scikit-learn
- Streamlit
Engineering
Oct – Dec 2024
Software Engineer
BioMetallica · Singapore
Internship, on-site
Bioreactor telemetry and internal operations tooling for a biotech venture.
- Architected Arduino Cloud bioreactor telemetry with real time control integration.
- Built the internal Digital Board system for workflow coordination and data visibility.
- Developed Integrated Management System infrastructure for scalable inventory optimisation.
- Delivered production grade systems architecture for industrial bioprocess monitoring.
- IoT
- Arduino Cloud
- Telemetry
- Dashboards
Engineering
Aug – Oct 2024
Intern
General Learning (YC F24) · London, UK
Part-time, remote
Curriculum data infrastructure at a Y Combinator F24 education startup.
- Built Node.js scraping infrastructure with Axios and Cheerio, structuring A Level and GMAT curricula into production ready JSON.
- Designed slug generation and taxonomy pipelines for automated curriculum normalisation at scale.
- Automated syllabus ingestion workflows and CSV enrichment using the OpenAI API.
- Delivered structured data powering early stage backend operations prior to YC backing.
- Node.js
- Data Pipelines
- OpenAI API
- YC
Service
Nov 2022 – Oct 2024
National Service, ProCom
Ministry of Home Affairs, Singapore · Singapore
Full-time, on-site
Two years of National Service in ProCom, on critical infrastructure protection.
- Served under the Protective Security Command (ProCom).
- Supported high readiness security and critical infrastructure protection.
- National Service
- Critical Infrastructure
- Operations
Education
2025 – 2028
Nanyang Technological University
Bachelor of Computing (Honours), Data Science and Artificial Intelligence
Minor in Mathematics. Accelerated Bachelors Programme.
Selected coursework Data Structures and Algorithms, Linear Algebra, Probability and Statistics, Computer Organisation and Architecture, Discrete Mathematics, Object-Oriented Programming, Digital Logic, Artificial Intelligence, Operating Systems, Computer Networks, Software Engineering.
Aug 2020 – May 2022
International Baccalaureate
IB Diploma