About

I lead engineering for Concierto.cloud, the enterprise SaaS platform of Trianz (a $500M+ digital transformation firm), with 200+ engineers organized across five product clusters - Migrate, Manage, Modernize, Insights, and Agentic AI - serving 80+ Fortune 500 clients at 99.9% uptime.

I scaled the organization from 40 to 200+ engineers, structured around Agile value streams with end-to-end ownership from ideation to production. Along the way we cut attrition by 30% and halved time-to-productivity for new engineers. I own technology strategy and the quarterly roadmap in partnership with Product, Sales, and Customer Success.

AI-native engineering

I'm transforming every Concierto module into an agentic platform: 6+ production AI agents (FinOps, Claims Processing, Knowledge AI, Migration Accelerator) running multi-step reasoning with self-reflective loops at 95% accuracy. I architected a production RAG pipeline - hybrid dense + sparse retrieval with cross-encoder reranking - that lifted top-5 retrieval precision from 72% to 94% and cut latency from 4.2s to under 800ms across 50K+ enterprise documents.

I've fine-tuned open-source LLMs on H100 GPUs, built Maestro (a multi-agent bug-fix orchestrator: bug report to merged PR in under 20 minutes, with human approval gates) and Concierto Sentinel (an autonomous PR-review agent that cut review turnaround from hours to minutes). I'm currently building an agentic coding CLI on self-hosted Gemma 3 - fully private AI-assisted development with zero external model calls. Rolling AI across the whole SDLC has delivered a 2–5X velocity improvement.

Platform engineering

I led the AWS acquisition of our data connector IP (Snowflake, BigQuery, IBM DB2, Oracle), now integrated into AWS Athena, working directly with AWS engineering on the transition - and I'm currently engaged with the AWS CloudWatch team on security connectors. I repurposed Trino as our core analytics layer with custom connectors and federation, and our pipelines process 10M+ daily transactions at 99.9% uptime.

Before Concierto

I was Head of Products & Data Engineering at Core Compete (acquired by Accenture AI), where I built the SaaS platform and data IP that contributed to the acquisition. Earlier roles span principal engineering and architecture at YASH Technologies (10M+ daily HIPAA-compliant insurance claims), Technovert, and Barry-Wehmiller in St. Louis.

I'm an IIM Ahmedabad Senior Management Programme alumnus with a B.Tech in Computer Science, and an active contributor to Trino, the AWS Athena federation framework, and Polaris Catalog.

The best way to reach me is on LinkedIn.