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JayRathod341997/README.md

πŸ‘‹ Hello World! I'm Jay Rathod

πŸš€ AI Consultant | MLOps Engineer | Cloud & Generative AI Enthusiast


🧠 About Me

  • 🧩 Passionate about designing, deploying, and optimizing Machine Learning and Generative AI systems using Azure ML, AKS, MLflow, and DevOps CI/CD.
  • ☁️ Experienced in Azure and AWS, building scalable AI pipelines, MLOps workflows, and cloud-native deployments.
  • πŸ€– Skilled in Deep Learning, NLP, Computer Vision, and RAG-based Generative AI applications.
  • πŸ§‘β€πŸ« Mentored 10,000+ students and 500+ faculty members through AI upskilling programs sponsored by Microsoft, TCS, and SAP.
  • πŸ’¬ Empowering others through AI, education, and innovation.

πŸ’Ό Professional Experience

🧠 AI Consultant – Edunet Foundation
Delivering end-to-end training and mentorship in Machine Learning, Deep Learning, NLP, and Cloud (Azure & AWS).
Designing production-ready AI systems and MLOps pipelines for real-world learning and deployment.

πŸ’» Software Engineer – MeasureOne
Developed server-side logic, optimized APIs, and automated data scraping pipelines, improving performance by 10%.

πŸ§ͺ Senior Automation QA – LTIMindtree
Built automation frameworks and conducted performance testing for scalable enterprise applications.


πŸŽ“ Education

πŸŽ“ M.Tech in Computer Science and Technology – IIT Tirupati
πŸ“ˆ Major GCPA: 8.6 / 10
πŸ’‘ Focused on Applied AI, Cloud Systems, and Model Optimization.


βš™οΈ Tech Stack

🧩 Languages

Python Java JavaScript Shell Script

πŸ”§ Frameworks & Tools

TensorFlow PyTorch Scikit-learn LangChain MLflow Docker Jenkins Streamlit

☁️ Cloud & DevOps

Azure AWS Azure DevOps Kubernetes


πŸ§ͺ Featured Projects

🏨 Hotel Booking Cancellation Prediction

End-to-end ML pipeline built with Scikit-learn, MLflow, Docker, Jenkins, and Azure ML, achieving 92% accuracy in predicting cancellations.

πŸ₯— AI Nutrition App – Personalized AI Meal Recommendations

Developed a Generative AI-powered RAG system using LangChain & Azure OpenAI, deployed on AKS with CI/CD automation in ADO Pipelines.

🧠 MindPulse – Personalized Mental Health Insights

Built Deep Learning models (BERT, LSTM) for emotion detection and deployed on Azure ML + Streamlit, achieving 90%+ accuracy.

πŸŽ₯ Anomaly Detection Algorithm for Video

Developed an unsupervised Autoencoder & Isolation Forest-based pipeline for anomaly detection in video streams using Azure ML & MLflow.


🌱 Currently Exploring

  • πŸš€ Docker & Kubernetes for advanced container orchestration
  • 🧩 MLOps pipeline automation using Azure ML + MLflow
  • πŸ“˜ Reading spiritual and mindfulness literature for balance and focus

πŸ“« Connect With Me


⭐ β€œEmpowering people through AI, education, and innovation.”

Pinned Loading

  1. DeepLensX DeepLensX Public

    DeepLensX is a Streamlit app that integrates MobileNetV2 and a CIFAR-10 model for image classification. Users can upload images and receive predictions with confidence scores from either model. It …

    Python 4

  2. AI-Powered-Health-Assistant- AI-Powered-Health-Assistant- Public

    Python 1

  3. TechAbbot/brain-tumor-detect-with-cnn TechAbbot/brain-tumor-detect-with-cnn Public

    Jupyter Notebook 2

  4. reservation-prediction-system reservation-prediction-system Public

    Jupyter Notebook

  5. Shopping-Trends-Analysis Shopping-Trends-Analysis Public

    Jupyter Notebook 1 1

  6. 100DaysOfMLCode 100DaysOfMLCode Public

    Forked from harshitahluwalia7895/100DaysOfMLCode

    Jupyter Notebook 1