Experiences
Where I worked.
AI Platform / Full Stack Data Engineer
Focus Areas
AI Platform and LLM Infrastructure
Built an end-to-end AI platform on Kubernetes, owning the frontend, Go orchestration layer, APIs, and observability needed to standardize access to internal and external AI services. Implemented governance controls including SSO, RBAC, audit logging, and secrets-managed integrations, and supported hardening for restricted environments through MFA, network controls, and VAPT remediation.
Data Privacy and Cloud Foundations
Developed a cloud-based data privacy platform for large-scale clinical datasets, enabling secure policy analysis while improving platform efficiency and reducing AWS costs by about 30%. Supported national-level health economics work by building scalable data engineering pipelines for sensitive healthcare data.
Leadership and Adoption
Partnered with teams to cut AI proof-of-concept delivery time by 75% through reusable MLOps pipelines and rapid LLM prototyping. Raised engineering quality through structured peer review, practical AI-assisted development patterns, and internal community building such as AI Wednesday.
AI WednesdaySelected Impact
- •Rolled out a multi-tenant MLOps platform across AWS and Azure for 450+ users across 90+ teams, standardizing governed model development and deployment, including RAG workflows.
- •Built and scaled an enterprise LLM gateway serving millions of monthly requests across commercial providers and self-hosted inference, improving cost, latency, and vendor flexibility.
- •Reduced AI proof-of-concept delivery time by 75% through reusable MLOps pipelines and rapid prototyping with stakeholders.
- •Built privacy-preserving data platforms for sensitive clinical workloads, reducing AWS costs by about 30% while enabling secure large-scale analysis in both cloud and restricted environments.
Volunteer — Python Instructor
Volunteer Python Instructor at CITC, teaching beginner Python, simple electronics and coding projects to underprivileged children.
Bachelor's Degree
BSc Computer Science Design, Minor in Artificial Intelligence and Humanities. SUTD Undergraduate Merit Scholarship.
Co Founder
- •Built and shipped a full-stack e-commerce platform using React and AWS and GCP
- •Owned delivery from MVP to deployment and iteration
NLP Research Intern
- •Worked on complex question answering using Transformer models
- •Benchmarked baselines such as BERT and ELMo
Data Analyst Intern
- •Built Python ETL pipelines Streamed shop floor metrics via Kafka and NodeJS to surface near real-time insights
Diploma In Mechanical Engineering
Graduated with a Diploma With Merit