Summary
Overview
Work History
Education
Skills
Websites
Certification
Timeline
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Nanditha Chowdary

Irving,TX

Summary

Data Analyst with around 4 years of expertise in SQL and Python for data extraction and transformation. Proficient in Tableau and Power BI for impactful report generation. Known for optimizing data collection processes for accuracy. Effective communicator and collaborator. Seeking to apply analytical proficiency in a dynamic organization.

Overview

4
4
years of professional experience
1
1
Certification

Work History

Data Analyst

IBM
05.2023 - Current
  • Implemented Python for data preprocessing, feature engineering, and model development, resulting in a 30% increase in risk assessment accuracy
  • Automated data extraction and transformation using Python scripts, saving substantial manual hours and streamlining the analytics pipeline
  • Applied random forest for ensemble learning, achieving a 10% improvement in risk assessment accuracy and contributing to an overall 30% enhancement
  • Utilized neural network models to uncover non-linear patterns, yielding a 15% increase in accuracy and showcasing expertise in deep learning
  • Integrated Python-based predictive models with Power BI dashboards, fostering real-time risk visualization and boosting stakeholder engagement by 25%
  • Utilized GANs for data augmentation, enhancing model robustness, leading to a 5% accuracy boost.
  • Developed data models to facilitate decision-making processes. Evaluated data prediction algorithms using historical data.

Data Analyst

Genpact
11.2020 - 12.2021
  • Led a 30% improvement in risk assessment accuracy through advanced data preprocessing and Python-based feature engineering, optimizing decision-making processes
  • Automated data extraction and transformation, saving 100+ manual hours, demonstrating expertise in Python scripting and automation tools
  • Improved predictive model accuracy by 10% using random forest ensemble learning and advanced cross-validation techniques.
  • Achieved a notable 15% accuracy increase in non-linear pattern recognition using neural network models for precise risk assessments
  • Integrated Python-based predictive models with Power BI, resulting in a remarkable 25% increase in stakeholder engagement through real-time risk visualization
  • Tested data prediction algorithms based on historical data. Created data models to support decision-making processes.
  • Evaluated the effectiveness of marketing campaigns using A/B testing methodologies, optimizing strategies for higher ROI.

Machine Learning Intern

Smartbridge
01.2020 - 08.2020
  • Investigated new and emerging software applications to select and implement administrative information systems.
  • Presented findings and recommendations to stakeholders through detailed reports and visualizations, driving data-driven decision making.
  • Researched, designed and implemented machine learning applications to solve business problems affecting number of users. Enhanced machine learning model accuracy by implementing advanced algorithms and feature engineering techniques.

Education

Master of Science - Information systems

University of Texas at Arlington
Arlington, USA
12.2023

Bachelor of Technology - Computer Science Engineering

GITAM University
AP, India
06.2021

Skills

  • Python
  • SQL
  • R
  • R Programming
  • MATLAB
  • MySQL
  • Git
  • Tableau
  • PowerBI
  • MSExcel
  • Flask
  • Django
  • CI/CD
  • HTML
  • Hadoop
  • Pyspark
  • NumPy
  • Pandas

Certification

  • Machine Learning Algorithms - [Coursera]
  • Python Data Structures -[Coursera]
  • AWS Fundamentals - [Coursera]
  • Cloud Computing - [Coursera]

Timeline

Data Analyst

IBM
05.2023 - Current

Data Analyst

Genpact
11.2020 - 12.2021

Machine Learning Intern

Smartbridge
01.2020 - 08.2020

Master of Science - Information systems

University of Texas at Arlington

Bachelor of Technology - Computer Science Engineering

GITAM University

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Nanditha Chowdary