Collection of Work

OCTILLION

[Studio]Personal
[Role]Full Stack Developer
[TECH STACK]Next.js, AWS Lambda, Qdrant, Python

Search shouldn't be a Ctrl+F experience. Octillion changes that by using vector embeddings to understand the meaning behind your query. I built a custom ingestion pipeline that splits heavy processing between local nodes and AWS Lambda, making it incredibly fast and cost-effective. The hybrid search approach combines the best of keyword matching and semantic understanding to give you the exact answer you need.

211xRetrieval Speed
94%Cache Hit Rate
60%Cost Reduction
96%Precision