Omkar Gadute Email & Phone Number

Pune, MH, IN

Bengaluru, Karnataka, India

• Work ExperienceIn-House Generative AI Tool
• Developed a proof of concept for a conversational AI tool, integrating Large Language Models (LLMs) and Retrieval Augmented Generation (RAG) for enhanced interaction with proprietary data, promising in huge reduction.
• Engineered a custom LLM orchestration framework, seamlessly integrating document loading, embedding models, and context retrieval, using tools such as unstructured.io, e5-large, Weaviate, Llama2… Show more Work.
• Engineered a custom LLM orchestration framework, seamlessly integrating document loading, embedding models, and context retrieval, using tools such as unstructured.io, e5-large, Weaviate, Llama2, and Mistral.
• Migrated from custom frameworks to standardized frameworks like LlamaIndex and LangChain, ensuring scalability and reliability for production use.
• Enhanced the RAG Framework with features like hybrid search, reranking of chunks, and improved input parsing, significantly improving response quality and accuracy of complex document queries from 50% to 70%.

India

- Web Development: We first had training for 1 month on web development technologies such as Bootstrap, Django, HTML, CSS and JavaScript.- Then we worked on a project of Course registration website in teams of 5. I contributed on the Back-End of the project which was to manage the website with Django.

Bachelor Of Technology - Btech, Computer Science, 8.64 Cgpa

12Th, Science(Pcm)

11Th, Science(Pcm)

10Th

Activities and Societies: Vice - Sports Captain