Spandana Somanthula
London,ON
Summary
Highly experienced data engineer with over 8 years of expertise in designing and implementing scalable, high-performance data processing systems. Proven ability to manage project timelines and deliverables, collaborate with cross-functional teams, and deliver efficient, scalable solutions that support critical business processes. Adept at working in fast-paced environments with a strong focus on trading activities, operational efficiency, and scalability. Skilled in utilizing a variety of technologies, including Airflow for orchestrating data workflows, PySpark for large-scale data processing, and AWS services such as EMR and Athena to deliver cloud-based solutions. Extensive experience with Python, SQL, and the Hadoop ecosystem ensures the development of reliable and robust data pipelines that process over 5 TB of data daily. Experienced in collaborating with stakeholders, including portfolio managers, traders, and operations teams, to gather requirements and develop custom solutions tailored to business needs. Strong focus on knowledge sharing through application demos, documentation, and team training.
Overview
8
8
years of professional experience
Work History
AWS Data Engineer
BMO Financial Group
03.2023 - Current
- Architected and executed scalable data pipelines on AWS, leveraging services like AWS Glue, Lambda, and Data Pipeline to automate ETL processes
- Developed a serverless data processing framework using AWS Lambda and Step Functions, optimizing performance and cost.
- Self-motivated, with a strong sense of personal responsibility.
- Worked effectively in fast-paced environments.
- Skilled at working independently and collaboratively in a team environment.
Data Engineer
Cognizant Technologies
09.2021 - 05.2023
- Performed managerial activities within the Data hub migration project
- Implemented data ingestion and streaming solutions using Azure Data Factory and Azure Event Hub.
- .Fine-tuned query performance and optimized database structures for faster, more accurate data retrieval and reporting.
- Enhanced data quality by performing thorough cleaning, validation, and transformation tasks.
- Streamlined complex workflows by breaking them down into manageable components for easier implementation and maintenance.
Senior Information Management Analyst
Wipro Technologies
02.2020 - 11.2020
- Conducted comprehensive data analysis to support strategic initiatives across multiple departments, enhancing operational efficiency and profitability.
- Collaborated closely with IT teams to resolve technical issues impacting information accessibility or accuracy in timely manner.
- Contributed to strategic planning initiatives by analyzing trends in data usage and storage requirements over time.
- Optimized system performance with regular maintenance tasks such as defragmentation, indexing, and backups.
- Enhanced data accuracy by implementing efficient information management processes and systems.
Analyst
Bandwidth Technology
10.2016 - 01.2020
- Collected, cleaned, and integrated data from various sources for analysis
- Conducted quantitative analysis and market research to inform client strategies.
- Collaborated with cross-functional teams to identify opportunities for process improvement and increased efficiency.
- Improved internal knowledge sharing by developing comprehensive documentation outlining standard operating procedures for various tasks.
- Conducted workplace compliance training to reduce liability risks and operate effectively.
- Enhanced team collaboration by providing clear communication of complex findings through visualizations and reports.
- Implemented predictive analytics techniques that enabled proactive adjustments to business strategies based on emerging trends.
- Streamlined reporting procedures by creating user-friendly dashboards for easy access to key performance indicators.
Education
Master of Science - Computer Engineering
SVCET
Andhra Pradesh, India 06.2016
Skills
- Data Warehousing
- Integration
- Data Pipelines
- Programming
- Python
- Hadoop
- AWS (EMR, Athena)
- SQL
Previous Experience
- Service Delivery Manager,Cognizant 2021/09/09 to 2023/05/05
- Analyst Wipro Technologies 2020/02/29 to 2020/11/08
- Associate, Band width Technologies 2016/10/06 to 2020/01/10
Languages
English
Full Professional
Timeline
AWS Data Engineer
BMO Financial Group
03.2023 - Current
Data Engineer
Cognizant Technologies
09.2021 - 05.2023
Senior Information Management Analyst
Wipro Technologies
02.2020 - 11.2020
Analyst
Bandwidth Technology
10.2016 - 01.2020
Master of Science - Computer Engineering
SVCET
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