At Bosch Global Software Technologies, I built an internal Document Intelligence platform for component comparison and failure analysis. It cut analysis time from 30–40 hours to 1–2 hours, and is used by more than 100 engineers across the department.
I engineered its retrieval and analysis pipeline with LangChain RAG, PostgreSQL/pgvector hybrid search, and unit-normalized parameter comparisons. The tool returns cited comparisons and recommended next steps that engineers can verify against source documents.
Earlier, as a Project Trainee at Bosch Global Software Technologies, I built Python workflows for ECU test reports and measurement data, reducing report preparation time by ~50–60%. My projects include an anomaly detection system for procurement transactions and a GenAI incident analysis system that reduced documentation effort by ~60%.
