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jothsnapraveena/README.md

Hi there, I'm Jothsnapraveena! πŸ‘‹

Visit my Profile

🌟 About Me

I am an AI architect, data scientist, and AI researcher with expertise in machine learning, deep learning, MLOps, and scaleable AI systems. Passionate about GenAI, LLMs, and AI-driven applications, I enjoy building real-world AI solutions that solve complex problems efficiently. My work spans software development, AI architecture, cloud infrastructure, and data engineering.


πŸš€ My Skills πŸ–₯️ Programming Languages: Python SQL R Bash

⚑ AI & Machine Learning: TensorFlow, PyTorch LangChain, OpenAI, LlamaIndex Hugging Face, Transformers NLP, Computer Vision, Time Series Forecasting Model Quantization & Distillation

πŸ”§ Frameworks & Tools: FastAPI, Flask, Streamlit Scikit-learn, Pandas, NumPy MLflow, Weights & Biases, DVC Apache Airflow, Prefect

πŸ›οΈ Databases & Big Data: PostgreSQL, MySQL, Microsoft SQL Server Snowflake, BigQuery NoSQL (MongoDB, Redis)

☁️ Cloud & DevOps: AWS (SageMaker, Lambda, EC2, S3, Athena, Glue, Kinesis) Azure (Data Factory, Synapse, Functions) Docker, Kubernetes, CI/CD Pipelines Terraform, Serverless Framework

πŸ”₯ AI Infrastructure & Optimization: AI System Design & Scalability API Handling, Rate Limiting, Caching, Circuit Breakers Low Latency AI Applications

🌐 Projects

Here are a few projects I've worked on:

  • Wind Power Forecasting: Developed machine learning and deep learning models to predict wind power with an RΒ² of 0.9667.
  • MCQ Generator: Built an application to generate multiple-choice questions using LangChain and OpenAI.
  • Food Chatbot: Designed a chatbot to assist with food recommendations using NLP and Flask.
  • Sign Language Interpretation: Created a deep learning application to translate sign language gestures into real-time text.

πŸ“ˆ Stats

Jothsnapraveena's GitHub Stats


πŸ“« Let's Connect


✨ Always excited to learn, collaborate, and create impactful solutions! Feel free to explore my repositories and reach out. Let’s build something amazing together!

You can explore more of my work by visiting my [GitHub repositories] https://github.com/jothsnapraveena?tab=repositories.

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  1. SignPal-Real-Time-Sign-Language-Translation SignPal-Real-Time-Sign-Language-Translation Public

    This project aims to bridge communication gaps for non-verbal individuals by translating sign language gestures into real-time English captions using deep learning. The application leverages MediaP…

    Jupyter Notebook 4

  2. Wind-PowerPrediction Wind-PowerPrediction Public

    This project involves the development and deployment of a wind power forecasting application leveraging machine learning and deep learning techniques. The application predicts wind power using key …

    Python 5 1

  3. MCQGenerator_GEN-AI-Project MCQGenerator_GEN-AI-Project Public

    The MCQ Generator is a cutting-edge application designed to harness the power of Artificial Intelligence for educational content creation. This project streamlines the process of generating high-qu…

    Jupyter Notebook

  4. food_ChatBot food_ChatBot Public

    This project implements a conversational chatbot using Dialogflow to facilitate food ordering and order tracking. The chatbot assists users in placing new orders for food items and provides feature…

    Python 1

  5. Text-Summarization Text-Summarization Public

    This project focuses on Text Summarization, leveraging the power of Natural Language Processing (NLP) and Hugging Face Transformers to condense lengthy text documents into concise and meaningful su…

    Jupyter Notebook 1

  6. Hospitality-Revenue-Analysis Hospitality-Revenue-Analysis Public

    The PowerBI Hospitality Metrics Dashboard is designed to provide insightful visualizations of key metrics such as Average Daily Rate (ADR), Occupancy Percentage, Revenue per Available Room (RevPAR)…