Bachelor of Science (BS)

Developed *AI-driven predictive models** for patient risk assessment and operational optimization, improving efficiency by 25%. Built *React-based web applications** to visualize and interact with model outputs, enabling internal teams and clinicians to make faster data-driven decisions. Developed backend microservices with Node.js and Python to serve ML models *at scale**, reducing latency in high-traffic environments. Deployed models and applications on *AWS/GCP**, ensuring scalable, secure cloud solutions. Mentored junior engineers and led *cross-team AI integration efforts**, standardizing best practices in AI model deployment.

Senior AI/ML Full Stack Engineer

Implemented *personalized recommendation systems** and ranking algorithms, increasing CTR by 18%. Built RESTful APIs to serve ML models in production, reducing latency by *30%**.* Developed scalable backend systems with Node.js and MongoDB for real-time product recommendations and logistics tracking. Automated deployment pipelines for ML models using *CI/CD best practices**.

Software Engineer

Developed *fraud detection algorithms**, reducing false positives by 20%.* Designed ETL pipelines for large-scale financial datasets to improve data accessibility for analytics.* Built dashboards to monitor transactional anomalies and operational metrics.

Daphne Lim

Senior AI/ML Full Stack Engineer | AI-Powered Applications | Python, TensorFlow, React, Node.js, AWS/GCP