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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

Manohar Palanisamy's Projects

ackee-analytics icon ackee-analytics

Self-hosted, Node.js based analytics tool for those who care about privacy.

awesome-tunneling icon awesome-tunneling

List of ngrok alternatives and other ngrok-like tunneling software and services. Focus on self-hosting.

best-of-ml-python icon best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

build-and-deploy-rag-in-aws-lambda-ecr-docker-langchain-huggingface- icon build-and-deploy-rag-in-aws-lambda-ecr-docker-langchain-huggingface-

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 machine learning models and cloud technologies, this application offers a seamless and scalable

chatgpt icon chatgpt

🔮 ChatGPT Desktop Application (Mac, Windows and Linux)

chatgpt-mcq-generator icon chatgpt-mcq-generator

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

data-structure icon data-structure

Working on Memory management Concepts And Implement Various Data Structures which includes Array, Linked-List, Stack, Queue, Tree, Graph

datasciencecoursera icon datasciencecoursera

Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.

deep-learning icon deep-learning

Induction on Deep learning framework Using Keras, Tensorflow, Theano

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