Akshay Hangaragi
@akshayhangaragi
Senior data engineer delivering petabyte-scale pipelines and stream processing with technical leadership.
What I'm looking for
I’m a Senior Data Engineer with 4 years of high-impact enterprise experience at JPMorgan Chase & Co., where I functioned as the technical lead for data platform delivery—owning architecture decisions, coordinating with client Vice Presidents and business stakeholders, and driving end-to-end execution. I delivered a 24-billion-record historical load under round-the-clock ownership during IST hours, achieving an 85% Spark performance improvement and earning formal client appreciation.
I mentor engineers and set engineering standards through technology evaluations and POCs, including Kafka vs. Cortex and Redshift vs. Snowflake—outcomes that shaped platform direction. I build reliable, production-ready pipelines with strong testing practices (including 100% component test coverage with pytest-bdd), and I bring secondary expertise in ML pipeline integration with AWS SageMaker and MLOps, including AWS Glue/Lambda orchestration and anomaly detection.
Experience
Work history, roles, and key accomplishments
Led JPMorgan Chase’s enterprise migration from on-premise Teradata to an AWS S3 data lake, architecting a Raw/Trusted/Refined structure and delivering 10+ production PySpark ETL/ELT pipelines with SLA monitoring. Owned a 24-billion-record historical load and optimised Spark performance by 85% (3–4 hours to 30 minutes), while mentoring engineers and evaluating Kafka vs. Cortex to shape the producti
Education
Degrees, certifications, and relevant coursework
Birla Institute of Technology and Science, Pilani (BITS Pilani)
Master of Technology (M.Tech), Software Engineering
2024 - 2026
Grade: Excellent
M.Tech in Software Engineering (BITS Pilani, WILP) sponsored by Virtusa, graded Excellent. Research focused on improving data quality in AWS pipelines using machine learning.
GITAM University
Bachelor of Technology (B.Tech), Computer Science & Engineering
2018 - 2022
Grade: First Class
B.Tech in Computer Science & Engineering at GITAM University, completed with a First Class. Studied foundational and advanced topics in computer science and engineering.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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