Data Analytics Machine Learning

Ashwin Jayakumar

*******************@*****.*** +1-940-***-**** 3925 N Elm St, Denton, TX 76207

Profile

Recent Master's graduate in Advanced Data Analytics with a strong foundation in Python, SQL, Tableau, and Google Cloud Platform (GCP). Experienced in data analysis, visualization, and statistical modeling. Proficient in working with large datasets, data cleaning, and extracting insights to support decision-making. Strong problem-solving and analytical abilities, complemented by effective communication and presentation skills. Passionate about applying data-driven techniques to solve real-world problems and eager to start a career in data analytics and business intelligence. Education

Master's in Advanced Data Analytics, University of North Texas, Denton (Dec 2024 - Completed) GPA: 3.3

B.Tech in Computer Science and Engineering, Vel Tech Rangarajan Dr. Sagunthala R&D Institute (2022) CGPA: 8.05

Skills

Python, SQL, Tableau, Google Cloud Platform (GCP), Power BI, Machine Learning, Data Cleaning, Statistical Analysis, Data Visualization

Academic Projects

Crime Prediction using Machine Learning (Capstone Project) Analyzed the Chicago Crime Dataset (2001-2024) to identify crime trends and socio-economic correlations. Developed predictive models using Logistic Regression, Random Forest, Feed-Forward Neural Networks, and Gradient Boosting

(achieving up to 88% accuracy). Applied data preprocessing, feature engineering, hyperparameter tuning, and cross-validation to optimize model performance. Findings support data-driven law enforcement strategies and crime prevention policies.

Tomato Leaf Disease Detection via Convolution Neural Network Developed a deep learning-based system for detecting tomato leaf diseases using Convolutional Neural Networks

(CNN) with an accuracy of 92.7%. Trained the model on the PlantVillage dataset to classify and identify diseases with high accuracy and minimal computational cost. Implemented image processing techniques for disease detection and provided remedies based on classification results. Certifications

- Introduction to Network & Introduction to Cyber Security (Cisco Networking Academy)

- Build a Face Recognition Application using Python (AI-for-India Event, GUVI)

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