At Botmantra, I designed and deployed document intelligence pipelines in Python and Azure Functions v4, cutting batch latency from 119.5 seconds to 6.8 seconds through PyMuPDF manipulation and targeted OCR.
I also architected asynchronous streaming pipelines with Apache Kafka and aiokafka, and designed PostgreSQL schemas using recursive CTEs and pgvector search.
At Botmantra, I built an automated RAG and document intake service with Azure OpenAI embeddings, structural chunking, and fuzzy reconciliation for ledger matching.
As a Software Development Intern at EduMagister, I migrated monolithic endpoints to AWS Lambda microservices and implemented JWT authentication with role-based access control. I also improved PostgreSQL query execution times by eliminating full-table scans through indexing and query restructuring.
