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
Advanced analytics
Risk analysis
Machine learning
Structure designs
Attention to Detail
Written Communication
Self-Motivated
Data Science
Data Mining
Statistical Modeling
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