Subitha Murugesan

Currently a Generative AI Working Student at BMW Group, building Agentic AI applications and orchestrating advanced AI workflows with LangGraph, ensuring scalable and reliable automation for real-world solutions.

Generative AI Intern at BMW Group, where I focused on GraphRAG implementation from scratch (Neo4j schema design, multi-hop queries, question classification, text-to-Cypher with LLMs), automating MCP workflows (slide generation, AI image creation with diffusion models, LangGraph orchestration), optimizing architectures, fine-tuning LLM prompts, building efficient RAG pipelines, and evaluating model outputs with RAGAS, achieving ~70% improvement in retrieval accuracy compared to traditional methods.

Software Engineer at Bosch Global Software Technologies. Implemented Transformer AI models and integrated GPT-3.5 Turbo using RAG to boost chatbot UX by 30%. Prototyped RPA, managed Knowledge Graphs (Stellargraph), and won Innovation Award for Labcar platform. Led 50+ ML chatbot projects. Built NLP models with MLflow, optimized containers by 60% using Docker/K8s, and ensured CI/CD with Jenkins for secure, high-performance deployments.

Associate Software Engineer at Bosch Global Software Technologies. Built autosuggestions using Trie search tree and integrated ticketing tools (JIRA, RTC, Hotline) via REST APIs. Managed Bot Factory with VueJS, Spring Boot, Flask. Delivered POCs and deployments. Improved rollout efficiency, built desktop chatbot installer. Implemented TF-IDF for doc search and used Transformers for ticket insights. Automated email alerts using Python and Jenkins.

Intern at Bosch Global Software Technologies. Collaborated on backend development using Python, REST APIs, and MongoDB. Gained hands-on experience with agile methodologies and contributed to achieving key project milestones efficiently.

Combines IT, Software Engineering, Data Science, Analytics, and Management to solve digital challenges.

Graduated in the top 10 percentage with a CGPA of 8.28/10, focusing on Artificial Intelligence,Data Structures, Object Oriented Programming, and Web Programming.