Hi, I'm Uday Reddy Guduru 👋

Machine Learning Engineer, Data Science enthusiast, and aspiring GenAI practitioner passionate about building intelligent systems and end-to-end machine learning solutions.

About Me

• 🎓 B.Tech, National Institute of Technology Warangal
• 🤖 Interested in Machine Learning, Data Science, MLOps, and Generative AI
• 🐍 Python | SQL | Scikit-Learn
• 🚀 Exploring Generative AI, RAG Systems, and Agentic AI
• ☁️ Building deployment and MLOps expertise using Docker, MLflow, and AWS

Technical Skills

Programming & Databases

Python, SQL, Google BigQuery

Machine Learning

Linear Regression, Logistic Regression, Decision Trees, Random Forest, XGBoost, SVM, KNN, Naive Bayes

Unsupervised Learning

K-Means, Hierarchical Clustering, DBSCAN, PCA, t-SNE, Anomaly Detection

Deep Learning

Artificial Neural Networks (ANN), Convolutional Neural Networks (CNN)

Libraries & Frameworks

NumPy, Pandas, Matplotlib, Seaborn, Scikit-Learn, Statsmodels

MLOps & Deployment

Docker, MLflow, Flask, Streamlit, Git, GitHub Actions, AWS ECS

Current Focus

• Building production-ready Machine Learning applications
• Developing end-to-end ML deployment pipelines
• Exploring Generative AI and Retrieval-Augmented Generation (RAG)
• Learning Agentic AI systems and intelligent workflows

Connect With Me

• LinkedIn: linkedin.com/in/urg21301
• GitHub: github.com/urg21301
• Email: urg21301@gmail.com