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mloukikreddy/README.md

Hi, I'm Loukik Reddy πŸ‘‹

Final-Year AI Student β†’ Aspiring Data Analyst
πŸ“ Hyderabad, India Β |Β  πŸŽ“ B.Tech Artificial Intelligence @ Anurag University Β |Β  CGPA: 8.09


What I Build

I don't just analyze data β€” I build complete data products, from raw CSV to deployed insight.

  • πŸ“Š Business dashboards β€” end-to-end pipelines: SQL β†’ Python EDA β†’ Power BI
  • πŸ€– ML systems β€” deep learning pipelines for real-world medical imaging problems
  • 🌐 Web apps β€” full-stack projects connecting data to users

Featured Projects

πŸ›’ E-Commerce Sales Performance Dashboard

Python Β· SQL Β· Power BI Β· Excel

Analyzed 99,441 real transactions to uncover revenue trends, customer behavior, and delivery performance insights.

  • Built an end-to-end pipeline: CSV β†’ SQL (SQLite via Jupyter) β†’ Python EDA β†’ Power BI dashboard
  • Found that orders delivered in < 10 days earned 5-star ratings 59% of the time vs. 20% for slower deliveries
  • Built RFM segmentation model classifying 96,478 customers into 5 behavioral segments
  • Identified 18,071 at-risk customers for targeted retention campaigns
  • 3-page interactive Power BI dashboard with 11 visuals and drill-down by month + category

πŸ“ View Repository β†’


🩺 Diabetic Retinopathy Detection

Python Β· TensorFlow Β· VGG16 Β· LightGBM Β· Scikit-learn

Hybrid deep learning + ML system for classifying DR severity from retinal images.

  • VGG16 CNN for deep feature extraction from OCT and Fundus images
  • LightGBM classifier for multi-class DR severity prediction
  • Evaluated with precision, recall, F1-score, and confusion matrix
  • Up to 99% accuracy on test set

πŸ“ View Repository β†’


Tech Stack

Data & Analysis
Python SQL Pandas NumPy

Visualization & BI
Power BI Excel Matplotlib Seaborn

Machine Learning & Deep Learning
TensorFlow Scikit-learn LightGBM

Dev Tools
Jupyter VS Code Git GitHub


Certifications

  • 🟦 Introduction to Generative AI Studio β€” Google Cloud
  • 🟧 Introduction to OpenAI GPT Models β€” Infosys SpringBoard
  • πŸ”΅ Data Visualization with Python β€” IBM
  • πŸƒ Introduction to MongoDB β€” MongoDB

Currently

  • πŸŽ“ Final year B.Tech AI @ Anurag University (2022–2026)
  • πŸ” Actively looking for Data Analyst / Data Scientist roles
  • πŸ“ˆ Building more data projects to strengthen my analytics portfolio
  • 🌱 Learning: Tableau Β· A/B Testing Β· Cloud platforms (AWS/GCP)

Connect

LinkedIn Email


"I don't just analyze data β€” I build complete data products, from raw CSV to deployed insight."

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