Gurjant Singh
- Role
- Vice President of Software Engineering at 摩根大通
- Location
- Hyderabad, TG, IN
- LinkedIn followers
- 500 followers
About Gurjant Singh
22+ Years of experience in Architecting, Developing, Managing, Leading Development and…
Experience
Vice President of Software Engineering
Dec 2022 — Present · IN
Designed and Managed ML Ops platforms for real-time and batch AI/ML models serving in Credit and Fraud Risk domains, leveraging public/private cloud and big data ecosystems (AWS, Containers/Kubernetes, Cassandra, Graph Databases, Kafka, Spring Boot, Hadoop/HortonWorks, EMR, Spark, Scala, and Java).Delivered over 200M+ real-time fraud, risk, and pricing transactions daily with ultra-low latency and response times.Developed and maintained hundreds of big data pipelines for pre-computing and daily refreshing of aggregate features, along with robust Data Quality checks.Executed 100+ batch ML models per day to support business-critical decisions.Implemented ML Ops tools for reliable monitoring of model and data drift, model responsiveness, and early warning systems.Architected cloud solutions and led the migration of large-scale compute workloads to cloud infrastructure.Built and motivated global teams to deliver results in fast-paced, financial, and regulatory environments.Maintain the more the 40 AWS accounts with multi modules for all the up to date version to avoid EOL version.
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