Summary
Overview
Work History
Education
Skills
Accomplishments
Timeline
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Siddharth PADDIYAR

Data Engineer
Chicago,IL

Summary

Responsive expert experienced in monitoring database performance, troubleshooting issues, and optimizing database environments. Possesses strong analytical skills, excellent problem-solving abilities, and a deep understanding of database technologies and systems. Equally confident working independently and collaboratively as needed and utilizing excellent communication skills.

Overview

5
5
years of professional experience

Work History

Data Engineer

Verizon
Chicago, IL
01.2023 - Current
  • Developed database architectural strategies at modeling, design and implementation stages to address business or industry requirements
  • Created and maintained Spark applications for batch and streaming data processing
  • Implemented synchronization mechanisms from local servers to HDFS using LFTP and Python
  • Developed and optimized ETL flows using PySpark for efficient data movement of 3 Million+ records
  • Gathered real-time networking data from REST APIs and stored it in databases using Python

Project Team lead

CCC Intelligent Solutions
Chicago, IL
09.2022 - 12.2022
  • Provided solutions for predicting insurance market volatility and metrics based on changes in price over time using ML models
  • Executed time series analysis on dataset of 1,000,000 records of stock price data on Garch to anticipate volatility with 96% prediction score
  • Generated LSTM neural network model to foresee stock prices with prediction score of 95%
  • Analyzed project performance data to identify areas of improvement

Credit Risk Analyst Intern

Mercury Financial
Chicago, IL
06.2022 - 08.2022
  • Assisted team in developing solutions to improve efficiency and automation of management reports of 100,000 rows
  • Accomplished payment abuse analysis by working with interdisciplinary teams to develop tableau data visualization
  • Conducted financial review of customer lines of credit by assessing company financials and initiating credit application reviews
  • Analyzed customer data such as financial statements to determine level of risk involved for extending credit
  • Reviewed credit reports to comprehensively view borrowers' credit history and identify potential red flags

Data Science Intern

TCS ION
Chennai, Tamil Nadu
01.2019 - 10.2019
  • Implemented google play store analyses to develop data analytics and visualization using libraries like NumPy, pandas, and matplot
  • Conducted EDA on 150,000 rows to deliver insights to analyze customer demands and help developers market product
  • ACADEMIC PROJECTS
  • Loan default prediction and investment strategies in online lending Club Project

Education

Master of Science - Business Analytics

University of Illinois, Liautaud Graduate Business School
Chicago, IL
08.2021 - 12 2022

Bachelor of Science - Computer Science Engineering

SRM Institute of Science And Technology
Chennai, IN
8 2016 - 6 2020

Skills

Loss Mitigation Strategies

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Accomplishments

  • SRM AXIS C & C++, SRM IST, SRM AXIS Java, SRM IST, "Machine Learning” by Stanford University, Basic Data Descriptors, Statistical
  • Distributions, and Application to Business Decisions by Rice University, and Introduction to Data Analytics by Rice University.

Timeline

Data Engineer

Verizon
01.2023 - Current

Project Team lead

CCC Intelligent Solutions
09.2022 - 12.2022

Credit Risk Analyst Intern

Mercury Financial
06.2022 - 08.2022

Master of Science - Business Analytics

University of Illinois, Liautaud Graduate Business School
08.2021 - 12 2022

Data Science Intern

TCS ION
01.2019 - 10.2019

Bachelor of Science - Computer Science Engineering

SRM Institute of Science And Technology
8 2016 - 6 2020

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Siddharth PADDIYARData Engineer