Summary
Overview
Work History
Education
Skills
Websites
Accomplishments
Certification
Languages
Timeline
Generic

Siva Reddy Yeruva

Memphis,TN

Summary

Results-oriented professional passionate about continuous learning and innovation, consistently leveraging analytical thinking and creativity to tackle complex challenges and deliver impactful solutions in dynamic environments. Eager to bridge classroom knowledge with real-world applications, demonstrating a proactive approach to learning and effective contribution. Recognized as an effective communicator with a collaborative mindset, ready to infuse fresh perspectives and a robust work ethic into any team setting. Committed to driving success through adaptability and a relentless pursuit of excellence.

Overview

1
1
Certification

Work History

Machine Learning Engineer Intern

NIELIT
05.2021 - 07.2021
  • Company Overview: NATIONAL INSTITUTE OF ELECTRONICS & INFORMATION TECHNOLOGY
  • Developed machine learning models and algorithms for predictive analytics, focusing on regression algorithms like Random Forest Regressor, Linear Regression, and Decision Tree Regressor.
  • Conducted data pre-processing operations such as feature engineering, normalization, and imputation to reduce data noise and enhance model performance.
  • Achieved an average accuracy improvement of 25% over baseline models through the development and implementation of machine learning models and algorithms.
  • Reduced delay prediction errors in flight schedules by collaborating on the development of a predictive model, enhancing overall efficiency in flight management.
  • Attained high accuracy rates of 70% for linear regression and 95% for the Random Forest Regressor, demonstrating the effectiveness of the implemented algorithms in analysing historical flight data and predicting delays.
  • Collaborated with cross-functional teams to implement data-driven solutions.
  • Developed machine learning models to analyze complex datasets for project insights.

Education

Masters - Computer Information Systems

Christian Brothers University
05-2025

Bachelor's - Computer Science and engineering with Data science specialisation

Koneru Lakshmaiah Education Foundation
04.2023

Skills

  • Programming Languages: Python Programming
  • Databases: MySQL
  • Statistical / Machine Learning Tasks: Data Analysis, Machine Learning algorithms, Statistical Analysis, Data Visualization
  • Packages and Tools: Numpy, Pandas, Scikit-learn, Matplotlib, Seaborn, Statmodels, Jupiter Notebook, Google Colab, Anaconda Navigator
  • Data Mining Techniques: Regression, Classification, Predictive Analysis, Preprocessing Techniques, Outliers Detection and Handling using Statistical Techniques, Data Cleaning
  • Other Skills: AWS, Pega, Tosca
  • Analytical thinking
  • Teamwork
  • Multitasking
  • Critical thinking
  • Regression testing
  • Manual testing
  • Functional testing
  • Agile methodology

Websites

Accomplishments

  • Collaborated with team of 4 in the development of E-Library Management System.
  • Resolved product issue through consumer testing.

Certification


  • Amazon Certified Cloud Practitioner Amazon Web Services Issued on June 2022 - Expires on 2025 Validation Code- M3RN7R6LPJV11FGY
  • Pega System Architect Pega Systems Issued on July 2022
  • Fundamentals Of Data Analytics Analytica Datalab Issued on August 2021
  • Pega Senior System Architect Pega Systems Issued on Feb 2023


Languages

English
Professional Working
Hindi
Professional Working

Timeline

Machine Learning Engineer Intern

NIELIT
05.2021 - 07.2021

Bachelor's - Computer Science and engineering with Data science specialisation

Koneru Lakshmaiah Education Foundation

Masters - Computer Information Systems

Christian Brothers University

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