Srikanth Kondapalli
Data Engineer
Atlanta,GA
Summary
Data professional with over 5 years of experience in Data Integration, ETL process and data visualization. Proficient in leveraging tools such as SQL, Python, Tableau, Power BI, and Snowflake to uncover actionable insights. Expertise includes demand forecasting, statistical modeling, and data-driven strategies aimed at enhancing supply chain efficiency and optimizing business performance. Skilled in developing scalable data pipelines and creating interactive dashboards that deliver impactful, measurable results.
Results-focused data professional equipped for impactful contributions. Expertise in designing, building, and optimizing complex data pipelines and ETL processes. Strong in SQL, Python, and cloud platforms, ensuring seamless data integration and robust data solutions. Known for excelling in collaborative environments, adapting swiftly to evolving needs, and driving team success.
Overview
6
6
years of professional experience
6
6
years of post-secondary education
3
3
Certifications
Work History
Data Engineer
Sparkcloud
03.2024 - Current
- Cut data processing time by 30% by building ETL pipelines and workflows with Python, Snowflake, and AWS Glue.
- Achieved 40% improvement in data accessibility and query performance by flattening unstructured JSON files from MongoDB and integrating them into Redshift and Snowflake as central data repository.
- Integrated MLflow tracking into data pipelines, enabling streamlined experiment management and model lifecycle tracking.
- Containerized ETL and ML services using Docker and Kubernetes, enabling scalable deployment of workflows and microservices in production.
Data Engineer
Amazon India
08.2020 - 08.2022
- Informed sourcing and inventory strategies, achieving a 15% improvement in demand accuracy, by conducting advanced statistical analyses such as demand forecasting and segmentation.
- Improved algorithm performance 20% using Spark context, Spark-SQL, DataFrame, RDDs and memory optimization.
- Extensively worked with AWS EMR, EC2, S3, Redshift, DynamoDB, Lambda, Athena, and Glue.
- Built predictive models with Python and Snowflake ML to forecast demand across 44,000 carrier records in Amazon’s North American transportation network.
Data Analyst
LI Blocks Private Limited
05.2019 - 06.2020
- Collaborated with data scientists and stakeholders to align data requirements with business needs.
- Managed project milestones, testing, deployment, and support, delivering data models for analytics.
- Operated within Agile teams using Jira and Confluence for backlog management, sprint planning.
- Designed and Deployed Power BI and Tableau dashboards to showcase critical business metrics, empowering stakeholders with clear, actionable insights for data-driven decision-making.
Education
Master of Science - Industrial Engineering
Southern Illinois University Edwardsville
Edwardsville, IL 05.2022 - 12.2023
Bachelor of Science - Mechanical Engineering
TKR College of Engineering And Technology
05.2015 - 06.2019
Skills
Python
SQL
PySpark
Pandas
NumPy
Matplotlib
TensorFlow
AWS
Microsoft Azure
Snowflake
Databricks
AWS Glue
Azure Data Factory
Informatica
Alteryx
Tableau
Power BI
Quicksight
Microsoft Excel
MongoDB
MySQL
Oracle
SQL Server
Apache Airflow
AWS Step Functions
Git
Agile
Retail
E-commerce
Healthcare
Financial Services
Data warehousing
Data modeling
ETL development
Data migration
Machine learning
Performance tuning
Metadata management
Business intelligence
NoSQL databases
Data integration
Certification
AWS Certified Data Engineer
Accomplishments
- Successfully delivered the Blocks Project in collaboration with a team of six.
- Led the migration of on-prem SQL workloads to AWS cloud infrastructure, enhancing data accessibility, security, and cost-effectiveness.
Timeline
Data Engineer
Sparkcloud
03.2024 - Current
Master of Science - Industrial Engineering
Southern Illinois University Edwardsville
05.2022 - 12.2023
Data Engineer
Amazon India
08.2020 - 08.2022
Data Analyst
LI Blocks Private Limited
05.2019 - 06.2020
Bachelor of Science - Mechanical Engineering
TKR College of Engineering And Technology
05.2015 - 06.2019