Real-Time Streaming
Kafka & Flink ecosystems engineered for billions of events per hour — event-driven backbones, stream processing, and real-time fraud detection.
I architect real-time data ecosystems — Kafka, Flink, and GenAI pipelines that move billions of events per hour. Turning streaming infrastructure into measurable business impact.
I sit where distributed systems meet business value — translating high-throughput streaming and machine learning into outcomes leaders can actually measure.
Today I'm a Customer Solutions Consultant at Confluent, the company behind Apache Kafka. I steward a ~$14M enterprise portfolio as a strategic technical advisor — authoring Mutual Success Plans, running technical health assessments, and driving consumption optimization and architectural maturity for Tier-1 partners.
Before streaming, I spent years as an AI/ML solutions architect and presales lead across banking, finance, and retail — shipping fraud detection, credit-risk models, AML systems, and Gemini-powered RAG assistants on Google Cloud. Six promotions in four years, seven GCP certifications, and a lot of production MLOps along the way.
Four disciplines, one throughline: designing systems that scale under real-world load and pay for themselves.
Kafka & Flink ecosystems engineered for billions of events per hour — event-driven backbones, stream processing, and real-time fraud detection.
From deep-learning models to Gemini RAG assistants — model deployment, monitoring, and retraining pipelines that survive contact with production.
7× Google Cloud certified. Multi-region designs, serverless architectures, complex GCP migrations, and BigData infrastructure that scales down as well as up.
Value propositions, POCs, technical health assessments, and Mutual Success Plans — the connective tissue between an engineering roadmap and a signed outcome.
Migrations, architectures, and a fairly steep promotion curve.
Depth across architecture, data engineering, and ML — plus a B.Tech in CSE specializing in AI/ML, and World Rank 92 in the International Olympiad of Mathematics.
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Building something on Kafka, Flink, or GenAI — or just want a second pair of eyes on your streaming architecture? I'm one message away.