Open to opportunities

Scott Rob

@scottrob

Senior full-stack and AI automation engineer building scalable distributed systems and LLM-driven workflows that cut manual work.

Canada

Message

What I'm looking for

I’m looking to apply deep backend engineering and LLM integration to accelerate intelligent product development—building platform-scale automation with reliable distributed systems, measurable performance gains, and clean CI/CD delivery.

I’m a Senior Software Engineer focused on backend architecture, distributed systems, and LLM integration, with a track record of shipping production automation that measurably reduces manual effort. I led development of a multi-agent automation platform that reduced manual workload by 30%, and I built AI email services for 20,000+ users—delivering 40%+ performance gains while improving reliability across environments.

Across fintech, healthcare, and generative AI products, I design high-throughput microservice architectures, event-driven pipelines, and secure API layers to accelerate intelligent product development. I’ve implemented multi-agent workflows for tasks like STT→LLM classification→routing, automated document parsing and compliance checks (including OCR+LLM pipelines), and built RAG systems using vector databases—then backed it all with CI/CD, observability, and zero-downtime deployments.

Experience

Work history, roles, and key accomplishments

Senior Software Engineer

Tc Commercial Solutions Ltd

Aug 2025 - Jan 2026 (5 months)

Designed and implemented Python, .NET, and Node.js microservices for multi-platform apps, cutting cross-platform defects by 40%. Built an event-driven, multi-agent AI email workflow that reduced manual workload by 30% and streamlined CI/CD to trim deployment time by 35% with zero-downtime releases.

Python fastAPI .NET Node Microservices Event Driven Architecture WebSockets Kubernetes

Software Engineer (AI)

Banco Coup LLC

Jul 2024 - Jul 2025 (1 year)

Expanded backend services for a multi-tenant SaaS platform, improving API throughput and lowering latency by 30%. Engineered multi-agent LLM workflows and OCR+LLM pipelines for compliance and onboarding, plus an AI email automation engine that reduced manual review by 50%.

Python .NET Docker AWS ECS

Senior Software Engineer

WarpEngine Canada Inc

Aug 2022 - Mar 2024 (1 year 7 months)

Built secure backend services in Python, .NET Core, and Node.js integrated with React/Angular frontends. Orchestrated multi-agent video generation workflows and STT/TTS pipelines, improving reliability by 35%, reducing triage workload by 60% with an email-to-action agent, and accelerating cross-device validation by 45%.

Python .NET Core Node React Angular Video Generation Pipelines STT TTS Pipelines

Software Engineer (Freelance)

Upwork

Oct 2018 - Aug 2022 (3 years 10 months)

Delivered full-stack solutions using Python (FastAPI), .NET, and Node.js with React/Angular, AWS Lambda, S3, and Kubernetes to meet client SLAs and improve system reliability. Built ETL pipelines and event-driven REST API backends with background workers, reducing load times by 20% and enabling deployments 3x faster via GitHub Actions while improving UI accessibility.