At Capgemini, I developed and maintained a Python and Django finance reporting portal that automated reports previously compiled manually. I replaced per-row ORM inserts with batched writes, reducing 16,000 database round trips to 16 per run and execution time from 200 seconds to 40.
I also automated the monthly reporting cycle, built Pandas pipelines for financial metrics, and added validation and reconciliation logic to support accurate reporting.
On my RAG Document Intelligence Platform project, I built a document-processing pipeline with citation-backed LLM responses and background ingestion using Celery and Redis. I also built a FastAPI job application platform with role-based authorization and wrote more than 110 pytest tests.
