Roshan P.

About Roshan P.

To be an astute learner and the best performer in your organization. So that I can build…

Experience

1. Software Engineer

   Key Management Group, Inc

   Jan 2024 — Present · Jaipur, IN

   As a Python Developer, I played a multifaceted role:• Initiated the development of a Flask API for CSV file processing, enabling user-driven schema approval for seamless data management.• Experience with Retrieval-Augmented Generation (RAG) and its implementation using LLMs and Vector Databases.• Understanding of Vector Databases (Faiss, Chroma) and their applications in AI/ML • Knowledge of Semantic Search and its implementation using embeddings and similarity measures.• Develop and implement AI/ML models for various use cases such as Generative AI, RAG, Chatbots, and Semantic Searching.• Worked on AI Mapping generation, including column mapping, employing the Python library for accuracy, and executing matching procedures against data.• Managed output generation based on predefined rules and collaborated on a prompt-based ChatGPT solution for efficient column mapping automation.Chatbot• Fine-tuned the chatbot to ensure accurate responses regarding policy premiums by integrating address details.• Developed a dynamic Chatbot using ChatGPT, enabling responses based on both prompts and documents to enhance user engagement.• Implemented an innovative map screen feature in the Chatbot, enhancing user experience with visual context and navigation options.

Education

• ARYA INSTITUTE OF ENGINEERING TECHNOLOGY AND MANAGEMENT

  Bachelor of Technology - BTech

  2018 — 2022