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AspiringBackendEngineer
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Education

Singapore Management University

Singapore Management University

BSc Software Engineering, Second Major in Computer Science (AI)

2024-08 - 2028-05
4.0/4.0
  • AY 2024/2025 Dean's List
  • Teaching Assistant — Data Structures & Algorithms
Ngee Ann Polytechnic

Ngee Ann Polytechnic

Diploma in Business Studies (Digitalization Track)

2019-04 - 2022-05
3.77/4.0
  • 2× Director's List

Work Experience

GovTech, Singapore

Incoming Software Engineering Intern

GovTech, Singapore

2026-01 - 2026-05
  • Incoming Software Engineer Intern for Government Anti Scam Product Team
Singapore Management University

Full-Stack Developer & Research Intern

Singapore Management University

2025-05 - 2025-08
  • First author of AAAI 2025 (Demonstration Track) paper on an agentic platform for portfolio management
  • Built GenAI-powered full-stack forecasting platform with Next.js/TypeScript and FastAPI/Python.
  • Engineered customizable financial models (Markowitz, GMVP, RL) using PyTorch, NumPy, Pandas, scikit-learn.
  • Integrated Claude API to generate/edit/execute AI-driven backtest/forecast models.
  • Created AI prompt templates with security validation.
  • Integrated live yfinance data and interactive dashboards.
  • Implemented OAuth and PostgreSQL for secure user/data management.
CaterSmith

Marketing Intern

CaterSmith

2021-11 - 2022-02
  • Created onboarding documentation for merchant integration on an e-commerce platform.
  • Managed email marketing campaigns for engagement and retention.
  • Conducted SEO analysis to increase organic traffic.
Innovative Hub (SG) Pte Ltd

Digital & E-commerce Intern

Innovative Hub (SG) Pte Ltd

2021-07 - 2021-08
  • Managed four client Alibaba accounts, including one VIP account; optimized listings with targeted keyword analysis.
  • Led workshops and collaborated with external stakeholders to identify relevant RFQs and increase lead generation.

Projects

Hackathons

Leadership & Volunteering

Leadership

Volunteering

Skills

Backend

C++
C++
FastAPI
FastAPI
Go
Go
Java
Java
PHP
PHP
Python
Python

Frontend

CSS
CSS
HTML
HTML
JavaScript
JavaScript
Next.js
Next.js
React
React
Tailwind CSS
Tailwind CSS
TypeScript
TypeScript

Machine Learning

NumPy
NumPy
Pandas
Pandas
PyTorch
PyTorch
scikit-learn
scikit-learn

Cloud & DevOps

AWS
AWS
Docker
Docker
Git
Git

Database

PostgreSQL
PostgreSQL
SQL
SQL

Certifications

AWS

AWS Certified Solutions Architect — Associate

Active since 2025-07-28
Expires 2028-07-28
View Certificate

Testimonials

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Looking for backend engineering talent?

I'm actively seeking full-time opportunities to build reliable, optimized systems.