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manoharpalanisamy/README.md

Hi there 👋

I'm Manohar Palanisamy, passionate about AI and ML with a focus on Generative AI and NLP.

🌱 Learning

Generative AI and its applications.

🔗 Collaboration

AI and ML projects, especially NLP and generative models.

📫 Contact

Manohar Palanisamy's GitHub stats

🛠️ Tech Stack

  • Cloud: AWS (Bedrock, SageMaker, AppRunner, Lambda, EC2, S3, API Gateway, IAM, ECR)
  • Programming: Python, Java, FastAPI
  • Containers: Docker
  • Generative AI & Tools: Langchain, OpenAI, Bedrock, Meta Llama3, Ollama, HuggingFace, Google Generative AI, GROQ, Mistral, Cohere
  • Databases: Pinecone, Chromedb, FAISS
  • CI/CD: GitHub Actions
  • Monitoring: LangSmith, AWS CloudWatch
  • UI: Streamlit, Gradio

🔍 Featured Projects

  1. Document Q&A RAG Application

    • Intelligent document-based Q&A using AWS and Langchain.

  2. Langchain Series

    • Advanced NLP with Langchain.

  3. InvoiceExtractorGenAI

    • Automated invoice extraction with Google's Generative AI and Streamlit.

  4. ChatGPT MCQ Generator

    • Generates multiple-choice questions using OpenAI's ChatGPT-3.5-turbo.

  5. TextToSQL Generative AI

    • Natural language to SQL query transformation using Google's Generative AI and Streamlit.

Feel free to explore my repositories and connect with me!

GitHub Profile

Pinned

  1. Build-and-deploy-RAG-in-AWS-lambda-ECR-docker-langchain-Huggingface- Build-and-deploy-RAG-in-AWS-lambda-ECR-docker-langchain-Huggingface- Public

    The Document Question and Answering RAG Application is designed to provide intelligent and accurate responses to questions based on the content of uploaded documents. By combining state-of-the-art …

    Python 1

  2. Updated-Langchain-Series Updated-Langchain-Series Public

    The Langchain Series Project showcases a variety of applications and integrations using Langchain for advanced NLP tasks. It includes modules for ChatBot, Chains, Agents, Tools, LangServe, LangSmit…

    Jupyter Notebook 1

  3. InvoiceExtractorGenAI InvoiceExtractorGenAI Public

    Automate invoice data extraction with Gemini Pro Vision, a cutting-edge solution leveraging Google's Generative AI and advanced NLP techniques. Designed with a user-friendly Streamlit interface and…

    Python 1

  4. ChatGPT-MCQ-Generator ChatGPT-MCQ-Generator Public

    Generate multiple-choice questions effortlessly with the ChatGPT MCQ Generator, powered by OpenAI's chatGPT-3.5-turbo model

    Jupyter Notebook 1

  5. TextToSQLGenerativeAI TextToSQLGenerativeAI Public

    Transform natural language queries into SQL database queries with TextToSQLGenerativeAI. Utilizing Google's Generative AI and Streamlit for a seamless user experience.

    Python 1 1