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nicholasmtelliott/README.md

Nicholas Elliott

Technology & Product Executive
Engineering Leadership • Platform Strategy • Cloud Architecture


About Me

I’m a mission-driven technology leader with 15+ years of experience building, modernizing, and scaling mission-critical software platforms. I’ve led engineering organizations from early inception to 30+ employees, delivered long-lived enterprise systems across global teams, and defined multi-year product and technology roadmaps aligned with business strategy.

My background spans early-stage startups, enterprise product development at Microsoft, and building and leading a profitable software organization delivering complex platform systems in regulated and data-intensive domains.

More details:
👉 LinkedIn: https://www.linkedin.com/in/nicholasmtelliott


What I Build

I specialize in durable systems and scalable platforms:

• Cloud-native architectures (AWS, IaC, containers, microservices)
• Enterprise integrations (SAP, Salesforce, distributed systems)
• Platform abstraction layers for multi-product ecosystems
• Observability and reliability systems (OpenTelemetry, metrics, tracing)
• Long-lived systems that evolve without rewrite

I care about systems that survive years — not demos that survive days.


Selected Platform Experience

Global Agricultural Platform Modernization

Led the evolution of a regional sustainability tool into a globally deployed digital recommendation platform.

• Migrated legacy .NET Framework/Azure systems to AWS cloud-native architecture
• Implemented Infrastructure-as-Code (AWS CDK) to replace click-ops
• Designed microservice and event-driven architectures
• Integrated SAP, Salesforce, and multiple enterprise systems
• Established production observability (metrics, logs, traces)
• Completed SOC2 audit with minimal remediation


AI & Intelligent Systems

I’ve been actively integrating AI into both product capabilities and engineering workflows:

  • Led development of AI-driven product features (e.g. proactive agronomic analysis and recommendation systems)
  • Built AI-powered report generation pipelines for production systems
  • Integrated LLM APIs (OpenAI, Anthropic, etc.) into enterprise applications
  • Introduced AI-assisted development workflows across engineering teams
  • Prototyped local model execution using tools like vLLM and Ollama
  • Explored agentic workflows and automation patterns for internal platforms

I’m particularly interested in practical, production-ready uses of AI that enhance decision-making and developer productivity without sacrificing reliability or security.


Distributed Platform Engineering

Built and mentored globally distributed teams across the US, India, Brazil, Egypt, and Europe.

• Defined shared services and abstraction layers to eliminate duplication
• Coordinated cross-product platform alignment
• Transitioned mature systems to internal ownership for sustainability


Observability & Systems Thinking

I’ve worked extensively with modern observability stacks:

  • OpenTelemetry instrumentation
  • Distributed tracing (Tempo)
  • Log aggregation (Loki)
  • Metrics systems (Prometheus / Mimir)
  • Visualization (Grafana)

I care deeply about making systems understandable, debuggable, and operable at scale—not just building them.


Early Mobile & Data Systems

Before cloud-native was common, I worked on:

• Terabyte-scale weather data processing systems (early 2000s)
• Custom database performance optimizations
• Early mobile (Pocket PC) GPS-based geospatial applications
• Streaming web data before modern AJAX frameworks


Engineering Leadership Philosophy

I believe strong engineering organizations balance:

• Clear metrics with healthy culture
• Accountability with psychological safety
• Modern tooling with operational discipline
• Innovation with long-term sustainability

I build teams that ship — and systems that last.


Platform & Architecture Experience

  • Cloud-native systems (AWS, Azure)
  • Infrastructure as Code (AWS CDK)
  • Containerized services (Docker, Fargate)
  • Distributed workflows (Temporal)
  • Event-driven architectures
  • Observability (OpenTelemetry, Grafana, Loki, Tempo, Prometheus)
  • API design and enterprise integrations (Salesforce, SAP, internal systems)
  • High-scale data processing and caching (Redis)

I’ve spent most of my career translating complex, real-world operational systems into scalable software platforms.


Technical Depth

Cloud & DevOps
• AWS (CDK, Fargate, Lambda, API Gateway, VPC)
• Docker & CI/CD pipelines
• Infrastructure as Code
• Distributed systems design

Backend & Systems
• .NET / .NET Core
• Node.js
• RESTful APIs
• Event-driven architectures

Data & Messaging
• SQL Server
• Redis
• RabbitMQ
• Temporal.io

Observability & Reliability
• OpenTelemetry
• Prometheus / Mimir
• Grafana
• Loki / Tempo


Currently Exploring

  • AI-native internal platforms and developer tooling
  • Agentic workflows and automation
  • Practical applications of local vs hosted LLMs
  • Improving engineering velocity with AI-assisted development

If you're interested in discussing engineering leadership, platform architecture, or scalable system design — feel free to connect.

Links

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