Shreyas Rokhade

At Andritz Technologies, I build TCP/IP client-server communication for reliable real-time data exchange between simulation systems and integrate SQL records into simulation models.

I've also developed InstallScript-based installers with InstallShield, including automated deployment, registry modifications, conditional installs, and complete uninstall scripts for internal desktop applications.

Outside my core role, I'm building FastAPI RAG applications for natural-language Q&A over PDFs using ChromaDB, BM25, dense embeddings, and cross-encoder reranking. I evaluate retrieval quality with Recall@K and MRR and am looking to bring backend rigor and applied Generative AI skills into a production AI role.