Experiences

Infrastructure engineering through UCF's experiential internship program.

• Provisioned Azure VMs with Terraform to host five Spring Boot services using Docker Compose.
• Balanced traffic across two VMs with Azure Application Gateway and health probes.
• Reduced fund-query database reads by 40% with Azure Managed Redis caching.

Built a fault-remediation pipeline in the UCF × BNY experiential program.

• Architected a four-stage Python/FastAPI and Docker pipeline handling more than ten fault types.
• Sped up fault detection by 75% across five Spring Boot services.
• Trained anomaly-detection models on 4,250 samples covering six microservice fault types.

Research on efficient long-video understanding and test-time training.

• Co-authored an ECCV 2026 paper on a Frame Forgetting Network for Test-Time Training.
• Built evaluation baselines across 2.5 million frames from 47 videos using SAM 3 and Slurm.
• Automated COCO and RLE data processing with Python, PyTorch, and Bash.

Building a home for graphics programming at UCF.

• Co-founded the student organization, growing membership to more than 200.
• Led ten developers building the organization's website with TypeScript and Next.js.
• Improved deployment time by 25% using Docker and GitHub Actions.

Supporting UCF's hackathon community.