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kodematrix/README.md

Hi, I'm Sai Sumanth 👋

Data Engineer | AWS Certified | AI & Analytics Specialist

I am a Data Engineer focused on building scalable data architectures and transitioning into the AI space. I specialize in designing robust pipelines, optimizing cloud infrastructure, and applying machine learning to solve real-world business problems.

🛠 Tech Stack & Tools

  • Cloud: AWS (S3, Glue, Redshift, Lambda, Lake Formation)
  • Data Engineering: Python, SQL, Docker, Airflow (MWAA), Spark
  • Analytics & ML: R, Logistic Regression, K-means Clustering, NLP
  • Certifications: AWS Certified Data Engineer – Associate

🌟 Featured Projects

📊 Customer Churn Reduction

Developed predictive models using Logistic Regression in R to identify at-risk customers, providing actionable retention strategies for business growth.

🧼 Consumer Segmentation Analysis

Applied Unsupervised K-means Clustering to segment consumer behavior, enabling targeted marketing and demographic-specific insights.

🚚 Logistics & Path Optimization

Built a transportation optimal path model using LPSolver to minimize shipping costs and maximize logistics efficiency.

🕉 Sentiment Analysis: Bhagavad Geeta

Conducted Lexical Text Analysis and NLP to extract emotional trends and thematic insights from ancient sacred texts.

📈 My GitHub Stats

Sai's GitHub stats Top Langs

📫 Let's Connect!

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  1. Customer-Churn-Reduction Customer-Churn-Reduction Public

    customer churn analysis using Logistic Regression on RStudio

    R

  2. Marketing-Analysis Marketing-Analysis Public

    A Group Project for Analytics in practice

    HTML

  3. Segmenting-Consumers-of-Bath-Soap Segmenting-Consumers-of-Bath-Soap Public

    This project is analyzed using unsupervised K-means clustering on RStudio

    HTML

  4. Sentiment-Analysis Sentiment-Analysis Public

    performed lexical text analysis on the Hindu holy book "Bhagavad geeta" and found some intresting insights

  5. System-Simulation System-Simulation Public

    Contains all the course exercises and assignments

  6. Transportation-and-Transshipment-Optimization Transportation-and-Transshipment-Optimization Public

    Transportation Optimal path to Stateline Shipping company has been found using LPSolver on R

    HTML 1