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yaswanth0068/README.md

👋 Hey, I'm Yaswanth!

🎓 Final Year CSE Student at Narasaraopeta Engineering College, Andhra Pradesh 🇮🇳
🎯 On a mission to become a Top-Tier Data Scientist — building intelligent systems from data.

🧠 About Me

  • 🔍 Exploring Machine Learning, Deep Learning, and Data Analytics
  • 🧪 Passionate about turning messy data into useful insights
  • 💻 Building real-time, intelligent systems that actually work
  • 📚 Always learning & improving — one dataset at a time

🛠️ Tech Stack

👨‍💻 Programming & Scripting

Python | SQL | C | Markdown

📊 Data & Visualization

Pandas | NumPy | Matplotlib | Seaborn | Power BI

🤖 Machine Learning / Deep Learning

Scikit-learn | PyTorch | TensorFlow | OpenCV | YOLO | Transformers (BERT, RoBERTa)

🗃️ Databases & Tools

MongoDB | SQLite | Jupyter Notebook | Google Colab | Git | VS Code

📂 Highlight Projects

Project Description
🔥 Fire & Smoke Detection YOLO-HF based model with real-time alerts (image + email + call)
🧑‍🏫 AI-Powered Tutor System Personalized learning paths based on assessments
🕵️ Recruitment Fraud Detection Identifying fake job listings using BERT and SMOTE
📊 IPL Insights Dashboard Power BI dashboard for interactive IPL data visualization

🔗 Explore all projects: github.com/yaswanth0068

📬 Contact Me

“Not perfect at anything, but hungry to master Data Science.” 🧠⚡

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  1. cloudpulse-churn-analytics-saas cloudpulse-churn-analytics-saas Public

    End-to-end SaaS churn analytics system on 7,043 customer records — identified $139K/month MRR at risk & 1,000+ high-risk accounts. Random Forest model (ROC-AUC 0.84) catches 75% of churners. Built …

    Jupyter Notebook

  2. hospital-length-of-stay-prediction hospital-length-of-stay-prediction Public

    Machine learning project for predicting hospital length of stay across 11 ordered stay categories using admission-time hospital, patient, and administrative data. Includes EDA, statistical testing,…

    Jupyter Notebook

  3. supportpulse-analytics-saas supportpulse-analytics-saas Public

    Analyzing 100K SaaS helpdesk tickets to uncover why premium-tier customers have the highest SLA breach rates — SQL, Python (EDA + Random Forest breach-risk model), Power BI dashboard, and Excel rep…

    Jupyter Notebook

  4. techpulse-analytics-saas techpulse-analytics-saas Public

    End-to-end SaaS/IT Services analytics project analyzing 9,994 transactions across 99 B2B clients. Built with Python, SQL, Power BI, and Excel. Includes a custom customer health scoring model and a …

    Jupyter Notebook