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santosh-gkg/README.md

πŸ‘‹ Santosh Kumar

🌟 About Me

Hello! I'm Santosh Kumar, a passionate AI and ML enthusiast currently pursuing my MSc in AI and ML from IIIT Lucknow. I have a strong interest in developing innovative solutions that leverage the power of artificial intelligence and machine learning.

πŸŽ“ Education

  • MSc in AI and ML - IIIT Lucknow (Dec 2023 - Present)
  • BSc in Mathematics (Hons) - Delhi University, Shivaji College (Aug 2020 - May 2023)

πŸ’Ό Work Experience

LLMOPs Internship

  • Duration: Apr 2024 - Present
  • Role: Leading a team of LLM developers to build an LLM Agent to automate bookkeeping in Accounting via supporting Invoice, Audio, and Natural Language inputs.
  • Tech Stack: LLM Agents FastAPI RAG Pipelines Accounting

MLOps Intern at AYUDH AI

  • Duration: Mar 2024 - Apr 2024
  • Role: Developed and deployed a RAG (Retrieval-Augmented Generation) based system for enterprises. Managed the whole process of development, implemented authentication, and made the UI enterprise-friendly.
  • Tech Stack: Frontend Development ChromaDB Ngrok Git Hugging Face LLMs

Backend Developer at Natureof3Laws

  • Duration: Oct 2021 - Oct 2022
  • Role: Built an end-to-end website with WordPress hosted on AWS server. Worked as a frontend and backend developer on the website.
  • Tech Stack: AWS Cloudflare WordPress Linux

πŸ”­ Projects

  • Description: Developed a website using ReactJS and backend with FastAPI. It uses advanced RAG techniques like Self-query retriever and Multi-query retriever. Deployed on AWS EC2 Ubuntu using Nginx for reverse proxy.
  • Tech Stack: ReactJS AWS Nginx FastAPI ChromaDB LLM
  • Description: Developed a Doctor Chatbot website using AWS, Nginx, FastAPI, Langchain, and advanced RAG techniques.
  • Tech Stack: ReactJS AWS Nginx FastAPI Langchain ChromaDB LLM
  • Description: Developed "Counselling Chatbot," a RAG-based chatbot for a QA with LLMs for college counselling.
  • Tech Stack: Langchain Groq API RAG Web Scraping Chatbot

Chat with Databases and Gmail

  • Description: Developed LLM Agents to interact with your Gmail and databases to send or read your mails and chat with your database.
  • Description: Developed "AnywhereLLM," a tool to harness the power of LLMs anywhere in the system, even your WhatsApp and notepad.
  • Tech Stack: Python Prompt Engineering API GitHub

πŸ’Ό Skills

  • Technologies/Frameworks: Streamlit OpenAI AWS Database Management Linux GitHub Advanced RAG NLP HuggingFace Docker Gradio LLMs API Prompt Engineering Cloudflare Nginx Python ReactJS FastAPI Full Stack Development

  • Soft Skills: Hardworking, Adaptability, Teamwork, Effective Communication, Problem-Solving

🌟 Achievements

🌐 Online Presence

πŸ“« Contact Me

Feel free to reach out to me via email at [email protected] or connect with me on LinkedIn.

Popular repositories Loading

  1. AnywhereLLM AnywhereLLM Public

    AnywhereLLM is a versatile tool that allows you to store chat history context and generate content for tasks anywhere on your system using convenient hotkeys. With AnywhereLLM, you can seamlessly …

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  2. image image Public

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  3. santosh-gkg santosh-gkg Public

    Config files for my GitHub profile.

  4. melody-streamlit melody-streamlit Public

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  5. vedicchat vedicchat Public

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  6. NLP-with-Streamlit NLP-with-Streamlit Public

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    Language translation and audio or video to Text

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