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@piyushmujavadiya
Lead Data Engineer with expertise in scalable data platforms.
I am a Lead Data Engineer with over 8 years of experience in designing and implementing scalable, cloud-native data platforms and streaming pipelines. My expertise lies in Apache Spark, Kafka, Airflow, and cloud ecosystems like AWS and GCP. I have a proven track record of reducing infrastructure costs and boosting ML deployment speed while leading cross-functional teams.
Throughout my career, I have successfully architected and deployed data solutions that support hundreds of data analysts and engineers. My work includes developing an event ingestion platform that handles over 10 billion events daily and implementing automated MLOps pipelines that accelerated model deployment from two days to just 30 minutes. I am passionate about building high-performance data systems and contributing to open-source projects.
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Work history, roles, and key accomplishments
Apnatime Tech
May 2022 - Present (3 years 6 months)
Led end-to-end architecture of a data platform supporting over 100 data analysts, software engineers, and data scientists. Designed and deployed an event ingestion platform handling 10B+ events daily, leveraging Spring Boot Reactive Framework to significantly improve data pipeline throughput and reduce latency. Accelerated ML model deployment from 2 days to 30 minutes by implementing automated MLO
To The New
Jul 2021 - Apr 2022 (9 months)
Helped create and manage a Central Data Lake with multiple integrations for different business verticals. Led the development of a real-time pipeline using Confluent Kafka, Spark Structured Streaming, and Confluent Kafka Connectors for customer transaction data at a large scale (60M+/day). Optimized Spark jobs, reducing resource utilization by 50% while maintaining performance.
Innoeye Technologies
May 2020 - Jul 2021 (1 year 2 months)
Collaborated with multiple teams and management to understand requirements and design products for advanced telecom analytics. Optimized and re-architected Spark Jobs to cut resources by 80%. Built streaming services for real-time processing of 10M users using Java and Kafka.
Degrees, certifications, and relevant coursework
Bachelor of Computer Science Engineering, Computer Science Engineering
Studied Computer Science Engineering at IPS Academy, Indore. The curriculum covered various aspects of computer science and engineering principles.
Software and tools used professionally
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