Data Science
CurrentDeveloped multimodal RAG system, utilizing LLMs to enable seamless, real-time interaction withunstructured documents, including diverse formats such as text, images, tables, and scanned documents.Optimized the system for efficient document parsing, information retrieval, and natural language interaction,enhancing the user experience in navigating complex data structures.Developed a custom chatbot using the RASA and LangChain frameworks. Implemented advanced RetrievalAugmented Generation (RAG) methodologies such as hybrid search, RAG fusion, and reranking to deliveraccurate and precise responses."Build and deploy deep learning and machine learning models on real time data to automate variousbusiness processes such as Demand prediction, Price forecasting, Solar and Wind energy forecasting forIntraday, Day ahead, Mid-term and long-term. Employed cutting-edge computer vision methodologies, integrating CNNs and LSTMs, to analyze cloudmovements from satellite images for accurate weather and radiance forecasting, enhancing decisionmaking capabilities in various applications.