Servesh Khandwe

Software Engineering and Deep Tech @Porsche Digital

Ludwigsburg, DE

Currently working on complex project of automating UI testing invloving AI agents(Langchain ecosystem) and MCP servers. Developed and integrated new in-car software features, connecting and aggregating data from all vehicle sensors into the infotainment system to enhance real-time driver information and system responsiveness. Developed a comprehensive data fetching and processing system using TypeScript and GraphQL to retrieve and aggregate data from multiple services. Developed and maintained a Multimodal Retrieval-Augmented Generation (RAG) system incorporating image captioning, text retrieval, and table retrieval. Implemented new features in in-car code Increased accuracy, precision and recall of previously used embedding model by 20% by introducing fine tuning techniques in the workflow.