1. Prompt enhancement in llama2.2. Implementing pie chart and graph based on tabular data in backend.3. Implementing RAG on CSV file using llama 2 model.4. Researching an out Lang chains and their use cases which is helpful for our product KAIWA.5. Implementing other models than llama 2 and text documents on RAG.

1)Implemented several machine learning algorithms for big data using Pyspark MLlib in Datanyx App.2)My role involved pioneering the development of a Speech-to-SQL system, utilizing Natural language processing (NLP) and grammar construction to facilitate seamless conversion of spoken English into valid SQL commands.