Overview
Work History
Education
Skills
Publications
Projects
Timeline
Generic

Chaitna K

Alpharetta,GA

Overview

3
3
years of professional experience

Work History

Graduate Research Assistant

The University of Georgia
09.2022 - 05.2024

Technologies used: Python, Azure SQL Database, SQL (CTEs, Window functions), Azure Data Factory, Azure Machine Learning, K-means, Logistic Regression, Random Forests.

  • Analyzed criminal justice datasets with Python (NumPy, Pandas, SciPy) and Azure SQL Database, executing advanced SQL queries (CTEs, Window functions) to extract meaningful insights that informed data-driven decisions.
  • Developed automated data pipelines using Azure Data Factory and dashboards with Azure Machine Learning, deploying machine learning models (K-means, Logistic Regression, Random Forests).

Software Development Intern

Solara Home
01.2021 - 12.2021

Technologies used: Java 8, Spring Boot, Angular.js, MySQL.

  • Developed and optimized full-stack web applications and automated data pipelines using Java 8, Spring Boot, and MySQL, enabling real-time analytics and improving data processing efficiency.
  • Enhanced application performance by integrating REST APIs in Spring MVC, reducing response time by 10% and increasing system stability by resolving Tomcat and MySQL issues, achieving a 30% reduction in post-release bugs.
  • Configured role-based access control (RBAC) and ensured data security compliance with Spring Security, conducting comprehensive unit and integration testing for robust, secure applications.

Education

Master of Science - Computer Science

University of Georgia
Athens, GA
05-2024

Skills

    UI Technologies: HTML5, CSS, Bootstrap, Angular

    Database: MySQL, MongoDB

    Programming Languages and Frameworks: Java, Hibernate, Spring, Spring Boot, Microservices, RESTful Web Services, Python

    Cloud Technologies: Azure (VMs, Blob Storage, Azure SQL Database, Functions, Data Lake, Cognitive Services, Machine Learning)

    Data & ML Tools: NumPy, Pandas, Spark MLlib, Matplotlib, Scikit-learn, TensorFlow, Keras, NLTK, SpaCy

    DevOps Tools: Git,GitHub, Nexus IQ, Sonarlint, Maven, Jenkins, Tomcat Server

    Project Management Tools: Agile, JIRA, Scrum

    Testing: Junit, Cucumber,Postman

Publications

  • Automatic Turn Indicating System Using Smart Turn Signal Circuit in Motorcycles, 2nd ICESC, 2021
  • Impact of Artificial Intelligence in Advertising Using Programmatic Advertising, International Journal of Analytical and Experimental Modal Analysis
  • AI-Based Predictive Threat Hunting in Cyber Security, IEEE 2nd GCAT

Projects

Fall Detection Mobile Application  UGA (Fall ’23 - Spring ’23)

  • Developed an App to detect fall using sensor values and Machine Learning models.
  • Trained Support Vector Machine to accurately classify Actual Falls from Activities of daily life.

Spot Instance Price Prediction           UGA (Fall’23)

  • Worked on a project to Predict Spot Instance Prices of Amazon EC2 using Random Forest, XGBoost, GRU and LSTM.
  • Analysis on selecting Machine Learning model based on the Dataset and Application.

Timeline

Graduate Research Assistant

The University of Georgia
09.2022 - 05.2024

Software Development Intern

Solara Home
01.2021 - 12.2021

Master of Science - Computer Science

University of Georgia
Chaitna K