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Vallepu Pavan Kumar

Data Analyst • v******************@gmail.com • +91*******996 • linkdin.com/••••• • drivetube.ai/•••••

Career Objective

Data Analyst with 0 years of experience applying Python, SQL, Power BI and machine learning techniques to solve data problems. Experienced in data cleaning, exploratory data analysis, feature engineering and visualization using Pandas, NumPy, Matplotlib/Seaborn and Power BI. Built a deep-learning based phishing detection proof-of-concept; seeking an entry-level data analyst / business intelligence role to deliver actionable insights and continue expanding applied ML and BI skills.

Education

Ramireddy Subbaramireddy Engineering College
B.Tech (Computer Science and Engineering) • 2022 – 2026

Technical Skills

Programming Languages: Python
Frameworks and Libraries: Pandas,NumPy,Scikit-learn,TensorFlow,Matplotlib,Seaborn
Databases: SQL,SQLite
Data and Analytics: Power BI,Microsoft Excel
Tools and Methodologies: VS Code,Jupyter Notebook

Projects

Advanced Phishing Website Detection Using Deep Learning
Tools Used: Python, TensorFlow, Scikit-learn, Pandas, NumPy, Deep Learning, Machine Learning, VS Code
  • Designed and implemented a phishing website detection pipeline that extracts 50+ lexical and structural URL features for supervised classification.
  • Engineered feature preprocessing and imbalance handling steps using Pandas and Scikit-learn to improve model training stability and generalization.
  • Built and compared CNN-based URLNet and Transformer-based architectures in TensorFlow, optimizing hyperparameters to improve detection performance.
  • Evaluated models using precision, recall and false positive rate to reduce incorrect alerts; analyzed error cases to refine feature set and model thresholds.
  • Processed and managed large URL datasets with Pandas and NumPy to accelerate training and streamline experiment reproducibility.

Certifications

Digital Image Processing — NPTEL
Probability and Statistics — NPTEL

Achievements

  • First place - College-level cricket tournament: Secured first place in a college-level cricket tournament during the second year of graduation.
  • Runner-up - Box cricket tournament: Achieved runner-up position in a box cricket tournament, demonstrating teamwork and coordination.

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