Led architecture and platform engineering for two SaaS products: an onboarding/automation platform and an A/V enhancement workflow service.

• Led backend migration of AdoptSequence from AWS Lambda → Trigger.dev to support long-running video processing.
• Architected end-to-end audio/video enhancement workflows using FFmpeg, Whisper, and AI voice synthesis.
• Integrated Supabase for real-time sync and Postgres storage; replaced Ably, lowering latency and cost.
• Operationalized RUM + APM in Datadog with CloudWatch signals; guided devs to review error patterns, improving iteration speed by ~50%.
• Implemented PostHog-based interaction analytics with Kafka ingestion, ClickHouse OLAP, and Redis caching; authored the event schema and ETL, reducing time-to-activation and improving onboarding efficiency.
• Owned the full DevOps lifecycle: CI/CD pipelines, infrastructure automation, deployment strategy, monitoring, and cloud cost optimization across AWS and Cloudflare.
• Managed multi-repo codebases on GitHub with standardized PR reviews and automation.
• Mentored junior developers, enforced best practices, and led roadmap execution with founders.
• Integrated Clerk authentication across multiple applications.

Modernized internal apps for a global commercial real-estate firm, replacing third-party tools with Azure-native and AWS-native services.

• Replaced a 3rd-party valuation tool with an internal AWS solution (EC2, S3, SES, RDS) in 3 weeks; cut vendor cost ~60–80% and absorbed additional developer cost solo.
• Architected microservices on Azure Functions backed by Cosmos DB + SQL Server; reduced API p95 latency ~30–50%.
• Implemented IaC + CI/CD with Terraform and Azure DevOps.
• Mentored engineers and led POCs with architects/BAs; reduced new-hire ramp ~30–50% and accelerated concept-to-pilot ~2x.
• Drove code reviews and onboarding standards; PR cycle time −20–35%, post-release defects −20–40%.

• Developed a Clinical Trial Management System for a global pharmaceutical client.
• Actively mentored team members on architecture and clean code practices.

• Led development for enterprise systems in logistics, education, and fintech.
• Mentored junior engineers and participated in system architecture, client demos, and delivery cycles.