Overlap
Software Engineering Intern
Sep 2026 - Present · San Francisco, CA
At Overlap, I help turn long-form videos into short clips and surface signals for content optimization. This example shows the team’s broader video-editing workflow.
Long recording → short clip
Illustrative demoScripted team-workflow example, not Overlap’s actual product. Synthesized chatter, no speech. No uploads or publishing.
What I worked on
Enabled data-driven A/B testing by building an embedding-based semantic search pipeline across 20+ internal and external performance metrics, allowing AI agents to retrieve relevant signals for content optimization.
Built a file-size-capped 4 FPS video proxy with motion-adaptive Gemini frame sampling, speeding up scene detection 2.4× and enabling AI clip generation on long-form videos spanning two to seven hours.