Pravalika Garshe
Miami
Summary
Master's graduate in Data Science and Data analytics with a solid foundation in infrastructure and software engineering. Expertise in Python and Java, with hands-on experience in cloud automation, CI/CD processes, and machine learning model production. Proven ability to enhance system performance and collaborate effectively in dynamic environments.
Overview
2
2
years of professional experience
Work History
Cloud Infrastructure Engineering Intern
Tech Solutions Pvt Ltd
India
06.2023 - 09.2023
- Developed Python automation scripts to enhance monitoring of cloud resource utilization and infrastructure health.
- Supported infrastructure performance tuning and conducted root cause analysis for incidents to improve system reliability.
- Contributed to containerized application deployment in Docker environments, ensuring streamlined deployment processes.
- Supported CI/CD pipeline testing and deployment verification processes.
Upgrade Engineer
Dell EMC
Hyderabad
12.2021 - 09.2023
- Owned enterprise storage infrastructure upgrade lifecycle from planning to production rollout for Dell EMC Symmetrix, VMAX, and PowerMax systems.
- Collaborated with global engineering and customer teams, ensuring reliable system upgrades and optimizing performance.
- Diagnosed and resolved high-severity infrastructure issues, restoring functionality in distributed enterprise environments.
- Automated monitoring and operational workflows, enhancing system stability and reducing incident response time.
- Worked with enterprise clients including Citi Group, Atos, T-Mobile, Capgemini, HCL, and Caterpillar.
- Recognized for highest productivity for 12 consecutive months.
- Managed projects at Wipro
Machine Learning Engineering Intern
AI Research Lab
India
01.2023 - 05.2023
- Engineered features and validated models for text classification, improving accuracy and reliability.
- Built and evaluated NLP models using Python (Scikit-learn, NLP preprocessing pipelines).
- Processed large datasets and streamlined training workflows, enhancing model training efficiency.
- Collaborated with cross-functional teams to deploy ML model outputs, facilitating integration into production systems.
Education
Master's - Data Science and Data Analytics
Florida Atlantic University
USA12-2025
Skills
- Docker
- CI/CD
- Distributed systems
- Python
- Java
- JavaScript
- SQL
- SQL Server
- MySQL
- PostgreSQL
- MongoDB
- Git
- Linux/Unix
- Scikit-learn
Projects
- Distributed Log Processing System, Designed a distributed log ingestion and processing pipeline using Python and message queue simulation. Implemented fault-tolerant processing and batch analytics workflows. Simulated scalable infrastructure patterns used in real distributed systems.
- Customer Churn Prediction, Built ML classification models using Python to predict customer churn. Performed data preprocessing, feature engineering, and model evaluation. Deployed model inference pipeline for prediction workflow simulation.
- E-Commerce Data Analytics Dashboard, Developed SQL data pipelines for extracting and transforming transactional data. Built Power BI dashboards to analyze customer behavior and revenue trends.
Certifications
- Microsoft 365 Fundamentals
- Microsoft Power BI Data Analyst Associate
- AWS certified Developer Associate
Timeline
Cloud Infrastructure Engineering Intern
Tech Solutions Pvt Ltd
06.2023 - 09.2023
Machine Learning Engineering Intern
AI Research Lab
01.2023 - 05.2023
Upgrade Engineer
Dell EMC
12.2021 - 09.2023
Master's - Data Science and Data Analytics
Florida Atlantic University