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Personal Info

Name: Sauradip Ghosh

Email: sauradip96ghosh@gmail.com

Time Zone: India (UTC +5.30)

GitHub: Sauradip07

LinkedIn: SauradipGhosh

Bio Link: https://linkin.bio/sauradipghosh/
Portfolio : https://sauradipghosh.vercel.app/

University Info

University: Maulana Abul Kalam Azad University of Technology

Current Year: 3rd Year (Expected Graduation: 2025)

Degree: Bachelor of Technology in Computer Science

ABOUT ME

I am currently pursuing a Bachelor of Engineering in Computer Science at MAKAUT University in India. During my studies, I have gained experience in various programming languages, including Python and C++, which I learned in my first year of college. I then specialized in backend programming and became proficient in frameworks such as Node.js and Express.js. Additionally, I have a good understanding of front-end programming using JavaScript libraries such as React and Next.

In addition to my programming skills, I am also familiar with unit testing JavaScript code using Jest, React Testing Library, and Cypress. I am passionate about learning new technologies and have a particular interest in Full-stack Development and low-level system concepts.

Furthermore, I am currently exploring Ollama (llama2) and LangChain, aiming to broaden my knowledge and stay updated with the latest advancements in the field.

STATEMENT OF MOTIVATION

I chose the Hyperledger Project because I liked the overall idea of a chatbot using existing large language models (LLMs) for parsing user-provided text into accurate queries found on the internet. Chatbot should be capable of receiving and understanding user prompts in natural language, initiating the corresponding API calls using predefined Hyperledger parameters with my Stack i.e, Python, JavaScript, TypeScript, and LLM(Ollama, LangChain)). I also have a bit of understanding in LLM-core and this project will help me improve my skills on the stack listed above.


I have a deep appreciation for the Hyperledger community and its mentors. After being in the community for a while, I had an exceptional experience with the Hyperledger mentors, who not only provided me with valuable assistance but also served as my mentors whenever I faced challenges. Being a part of the Hyperledger community has been incredibly fulfilling, and I would relish the opportunity to continue to contribute and help in growing it.

Project Details

The project aims to develop a Chatbot leveraging LLM (Large Language Models) technology and utilizing the Hyperledger Labs AI FAQ documentation as a foundation. The project involves creating an intelligent Chatbot that can interact with users effectively, using a combination of front-end and back-end development, cloud architecture, and containerization technologies. The project will focus on refining the system to improve performance, guardrails, and user experience.

Key Objectives:

  • Implement a prototype of the Chatbot with a container architecture deployed on a GPU cloud server.
  • Advance to the Hyperledger Incubation Stage.
  • Explore and incorporate other open-source models to enhance the Chatbot.
  • Evaluate the system using standard metrics to ensure it meets performance standards.
  • Enhance the system using fine-tuning, Corrective RAG, and Decomposed LoRA techniques.
  • Add guardrails to control the LLM's output and maintain compliance with specific user requests and topics.
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