Chatbot:- Created a chatbot for using Amazon Bedrock's LLM service, designed to respond to customer queries using data from a knowledge base.- Developed a Flask API for integration with the frontend, facilitating the deployment of the chatbot as a widget.- Built an additional model to handle small talk in customer queries, enhancing the chatbot's conversational capabilities.- Conceptualized and developed the chatbot as part of a hackathon, where the project won first… Show more Chatbot:- Created a chatbot for using Amazon Bedrock's LLM service, designed to respond to customer queries using data from a knowledge base.- Developed a Flask API for integration with the frontend, facilitating the deployment of the chatbot as a widget.- Built an additional model to handle small talk in customer queries, enhancing the chatbot's conversational capabilities.- Conceptualized and developed the chatbot as part of a hackathon, where the project won first prize.Fraud Model:- Developed a machine learning model to detect fraudulent accounts.- Utilized XGBoost for model building, implementing extensive preprocessing, - parameter tuning, and rigorous testing.- Collaborated with business stakeholders to showcase the model's capabilities and results.- Built an API using Flask, integrated with Jenkins, to deploy the model and provide real-time fraud detection results.- Currently the model is being evaluated to ensure effectiveness and accuracy.POCs:- Conducted a proof of concept (POC) to detect bank passbook images and calculate various banking ratios.- Implemented a POC to enable human language queries on a database using an LLM service, enhancing data accessibility and user interaction.Awards:First Prize in Bankathon 2.0 organized by AWS and Axis Bank for building a chatbot using then recent GPT-3 APIs.Freecharge Warrior Award, 2024 for successfully developing the chatbot Chanakya for Axis Bank. Show less

Support for multiple SSH key to Apache Cloudstack

Text summarization using Machine Learning and NLP

Worked at the Department of Refractory, Research & Development Centre for Iron & Steel (RDCIS) SAIL, Ranchi