AI-Assisted Development & AIOps
Claude Code agent specs, LLM-driven code review, automated repo evaluation, and ML-based anomaly detection across Kubernetes fleets. Engineering velocity up ~40%; false-positive alert storms eliminated.
15+ years scaling distributed platform teams across four continents — from co-founding Teramatrix (acquired) to leading a 50-person engineering organization at Airlinq. Today, embedding AI-assisted development and AIOps into the engineering culture for Fortune-500 operators and global automotive OEMs.
Claude Code agent specs, LLM-driven code review, automated repo evaluation, and ML-based anomaly detection across Kubernetes fleets. Engineering velocity up ~40%; false-positive alert storms eliminated.
Enterprise CMP for Tier-1 MNOs — real-time device lifecycle management at 50M+ endpoint scale. OTA orchestration and telemetry pipelines for Daimler and GM at automotive scale.
0→1 team building (Teramatrix, acquired by Airlinq), scaled to a 50+ person remote-first organization across India, LATAM, Middle East, and Japan. M&A technical integration and async culture design.
Built and mentored a 50+ person cross-functional engineering organization spanning cloud infrastructure, backend services, embedded/IoT systems, and platform reliability.
Led technology strategy across the IoT connectivity platform — drove modernization from monolith to microservices on Kubernetes.
IoT data intelligence startup — real-time aggregation, mediation, and visualization platform. Acquired by Airlinq, Inc.
Technology consultancy focused on large-scale network analytics platforms for telecom operators and ISPs across APAC and the Middle East.
Open to advisory, founding-engineering, and platform-leadership conversations. The fastest way to reach me is email.