MICHELLE AYE

FULL STACK DEVELOPER

ABOUT ME

Hello, I'm Michelle Aye, a multidisciplinary full-stack software developer based in Singapore, with a background in design and AI research. I love turning ideas into meaningful and visually engaging digital experiences that drive social good.

RESUME EMAIL LINKEDIN GITHUB

Nanyang Technological University, Singapore

Aug 2025 - May 2028

Bachelor's Degree in Computer Science (Highest Distinction)

EDUCATION

SKILLS

Languages: Python, JavaScript, TypeScript, SQL, HTML, CSS

Frameworks & Libraries: React, Django, React Native, Three.js, GSAP, PyTorch, NumPy, Pandas

Tools: Git, Supabase, Expo, Figma, Canva, Adobe Photoshop, Adobe After Effects

PROJECTS

Munch
ResNet
NALALearnscape
FitGram

EXPERIENCE

ML Engineer Intern
NHG Health x A*STAR (Singapore)
May 2026 - Present
Developing an ML pipeline to estimate patients' heart rates from facial videos, while preserving their privacy by de-identifying their faces. Exploring vision transformers, deep state space models, and semi-adversarial methods.
Software Engineer Intern
DotB (Ho Chi Minh City, Vietnam)
December 2025 - January 2026
Integrated Zabbix for host monitoring with custom dashboards to fully automate infrastructure oversight and eliminate manual input.
Software Engineer Intern
Applications of Teaching and Learning Analytics for Students (ATLAS) @ NTU (Singapore)
Nov 2025 - Feb 2026
Worked on refining and deploying features from the NalaLearnscape prototype for use on the NALA chatbot platform for NTU students across several faculties.
Student Researcher
Nair Lab @ LKCMedicine (Singapore)
September 2025 - Present
Benchmarking vision transformers and deep state space models to classify behaviours in videos of freely-behaving mice for computational neuroscience research applications. Under NTU's Undergraduate Research Experience on Campus Programme.