Madhu Kalamata

India

@madhukalamata000

Data Scientist

Badges

Python

Certifications

Work Experience

  • DevOps Intern

    CodTech IT Solutions Pvt Ltd•  August 2024 - September 2024•  Remote

    Developed and implemented a CI/CD pipeline using Jenkins integrated with GitHub. Automated build, test, and deployment processes to enhance continuous integration and delivery. Managed binary storage in JFrog Artifactory. Developed a basic Python application using Flask to serve users effectively.

  • AWS Intern

    Techplement•  January 2024 - February 2024•  Remote

    Developed AWS resources using IaC with CloudFormation and CDK for consistent, repeatable deployments. Created reusable templates for provisioning EC2, VPCs, S3, and security groups, reducing deployment time. Automated deployment processes, enhancing efficiency and minimizing human error. Implemented Git for version control of infrastructure templates, improving change tracking, collaboration. Conducted testing and validation of templates to ensure compliance with AWS best practices.

  • Machine Learning Intern

    •  May 2023 - June 2023•  Remote

    To predict Parkinson’s disease, we'll use features from voice recordings, handwriting samples, and clinical data. We'll preprocess the data, extract relevant features, train models like SVM and Random Forest, and evaluate performance using metrics such as accuracy and ROC-AUC. Finally, we'll deploy the model for real-time predictions to aid early diagnosis.

Education

  • Dhruva Degree & PG College, Osmania University

    M.sc (Computer Science)•  December 2021 - August 2023•  CGPA: 7.01

  • Siddhartha Degree & PG College, Osmania University

    B.sc (Computer Science, Mathematics, Statistics)•  June 2018 - November 2021•  CGPA: 8.29

  • Sri Adarsh Junior College, Intermediate Board of Telangana

    Intermediate (Mathematics, Physics, Chemistry)•  June 2016 - April 2018•  CGPA: 5.86

  • Vamshadhara Model High School, State Board of Telangana

    10 Class•  June 2015 - April 2016•  CGPA: 7.5

Skills

GitHub
Docker
Jupyter
Anaconda
Redshift
S3
Python
Machine Learning
AWS (Amazon Web Services)
SQL
Git