Devi Eswar Kumar Damerla

About Devi Eswar Kumar Damerla

Full Stack Software Engineer with 4+ years of experience building AI-enabled and…

Experience

1. Ai Software Engineer

   Ai Owl

   Nov 2024 — Present

   Designed and led development of an AI-powered investigation platform using Angular and FastAPI, enabling secure multimedia evidence analysis (video, audio, documents) and reducing manual review time by 70% through intelligent automation.• Built and deployed a CJIS-compliant Legal-BERT embedding and RAG inference system using Docker, AWS ECR, and SageMaker, integrating Weaviate vector database for scalable semantic search with advanced filtering capabilities (user isolation, metadata filtering, hybrid search) and real-time progress tracking via WebSockets, enabling sub-100ms vector search across large document collections.• Engineered a modular Dockerized pipeline to process diverse evidence types by chunking, converting video and audio using FFmpeg, transcribing audio via AWS Transcribe, and chunking all content for semantic embedding. Leveraged multipart upload and streaming to handle large files efficiently, reducing media upload and processing time by over 60%.• As a founding Software Developer, I architected and built a gamified web application using Angular and.NET to teach AI tools through interactive Unity WebGL games, hosted on AWS S3 and delivered via CloudFront.

Education

• University of Cincinnati - College of Engineering and Applied Science

  Master's degree, Computer Science

• SRKR Engineering College

  Bachelor of Technology, Computer Science