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sac23nht/README.md

Hi there, I'm Saijaya Chilekampalli! 👋

Master’s Student | AIoT Engineer | Data Scientist & Analyst | Generative AI & Computer Vision Specialist

🚀 About Me

🔹 M.Sc. IoT & Smart Systems – University of Applied Sciences, Zwickau 🎓
🔹 Passionate about AIoT, Computer Vision, Deep Learning, and Generative AI 🤖
🔹 Experienced in building real-world AI solutions for industrial safety, smart systems, and data-driven insights
🔹 Focused on Machine Learning, Data Analysis, and Smart Infrastructure Projects

👨‍💻 Technical Skills

Languages & Frameworks:
Python
SQL
JavaScript
TensorFlow
PyTorch
Keras
OpenCV
YOLOv8
Flask
PowerBI
Tableau
AWS

Core Competencies: Machine Learning | Deep Learning | AIoT | Computer Vision | Data Analysis | Image & Video Processing | Smart Systems

🏗️ Projects & Experience

Safety Surveillance System – Galaxe Solutions (1 yr)

  • Built AI-powered safety monitoring system for industrial shop floors
  • Reduced manual monitoring by ~60% and safety violations by ~40%
  • Preprocessed video data and built a centralized AWS S3 data lake (↑30% faster training)
  • Trained YOLOv8 and facial recognition models (>92% precision)
  • Deployed as Flask web app with real-time monitoring and automated alerts

Quality Analysis Assistant – BayWa AG (Internship, 3 mos)

  • Assisted with grain quality analysis and managed SQL database
  • Provided insights for farmers' stock and wheat quality
  • Improved data-driven agricultural decision-making

Junior Data Analyst – TCS (1 yr 11 mos)

  • Performed ETL/ELT, cleaned large datasets, and developed Power BI dashboards
  • Identified trends affecting subscriptions, improving customer retention by 15%
  • Managed team workflows using Git

💡 Fun Coding Terminology

Start Coding... ██████░░░░░░ 70%
Compiling AI Model... ████████░░░░ 80%
Running Machine Learning Algorithm... ██████████ 100%
Success! AI Model Deployed! 🚀

📈 GitHub Stats

Saijaya's GitHub Stats
Top Languages

📫 Connect with Me

📍 Bremen, Germany
📧 jayaramireddyc26@gmail.com
📞 +49 1634250728
LinkedIn

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  1. YOLO_Traffic_Object_Detection_Video-Image YOLO_Traffic_Object_Detection_Video-Image Public

    Istanbul Traffic Object Detection using YOLOv8 is a real-time deep learning system that detects and classifies key traffic objects—cars, buses, bicycles, motorcycles, and pedestrians—in Istanbul st…

    Jupyter Notebook

  2. Text_Image_generation_GenAI_Project-Using-Diffusion-Model-Prompting Text_Image_generation_GenAI_Project-Using-Diffusion-Model-Prompting Public

    "A Streamlit app for generating AI-powered images with Stable Diffusion and LoRA, adding custom text overlays to create memes."

    Jupyter Notebook

  3. Air_Quality_Prediction_in_Nairobi Air_Quality_Prediction_in_Nairobi Public

    This project focuses on analyzing and forecasting air quality data for Nairobi using the ARIMA (AutoRegressive Integrated Moving Average) model. The data is sourced from a MongoDB database containi…

    Python

  4. Stock-Volatility-Forecast Stock-Volatility-Forecast Public

    This project demonstrates how to fetch stock data from an API, process and store it in a SQLite database, and then model the volatility of the stock returns using ARCH/GARCH models. The project als…

    Jupyter Notebook

  5. Air-Quality-Analysis-and-Visualization-Report Air-Quality-Analysis-and-Visualization-Report Public

    This document presents an air quality analysis project using data from the Air Quality Analysis API. The project collects air quality data for Switzerland, and Germany