Applied AI · Systems engineering
I’m Jane, an engineer building and deploying AI at
The OpenAI Deployment Company (DeployCo).
From understanding the problem to running in production.
I start with the people doing the work: what takes their time, where mistakes happen, and what they need to make a decision. That context shapes what I build—and whether AI is the right tool at all.
My background is in applied AI and distributed systems at Goldman Sachs, with work across retrieval, evaluation, and deployment. I care about testing assumptions, making failures visible, and building systems people can rely on.
Selected work
Goldman Sachs · Technical lead
I led a team building natural-language search for financial forecasts, from design to production.
2 engineers mentored
75 verified queries evaluated daily
Goldman Sachs · LLM integration
$2M lower vendor costs
40–50% higher translator productivity
A mobile app for managing pets’ health and wellness: medical records, appointments, and medication schedules, together in one place.
A rescue prototype combining WiFi, CCTV, and sound-sensor data to locate crowds and vulnerable occupants, plan escape routes, and help rescuers assess the situation. Built with React and Flask on AWS and IBM Cloud. First prize at the SCDF × IBM Call for Code challenge.
A high-fidelity learning platform prototype, pairing students’ learning journeys with a way for parents to follow their child’s progress.
An algorithm and Flask app recommending deployment locations for emergency response cars. Awarded Best Performing Team for the lowest response failure rates in normal and high-demand evaluation cases.
A NetLogo simulation exploring the factors that impede crowd evacuation and how stampedes affect survival within the model.
A mobile app that lets users sell their recyclables, turning household waste into a source of income and encouraging materials to be reused.
Two poster papers accepted at the IEEE International Conference on Big Data.
A Chrome-extension research prototype exploring how daily mood, search, and schedule patterns could inform relevant mental health content.
Plugin to a Healthier Life: A Web Browser Plugin for Mental Health Monitoring
Read poster paperAn NLP study using Python to analyze Reddit posts and comments, exploring the language and social context of suicide in Singapore.
Data Mining Approach to the Detection of Suicide in Social Media: A Case Study of Singapore
Read poster paperForward Deployed Engineer
Joined through the acquisition of Tomoro AI.
AI engineering
Joined in July 2026; transitioned to DeployCo following the acquisition.
Software engineering · Applied AI & distributed systems
Production LLM systems, retrieval and evaluation, and distributed publication workflows.
Machine Learning Intern · Deep learning
Teaching Assistant & Student Assistant
BSc in Information Systems & Analytics · Summa cum laude
SG:Digital Scholarship · Dean’s List
International Student Exchange Programme