The Fifth Element of Data

Strategy at the C-suite level. Engineering that ships.

20 years of hard-won pattern recognition across data architecture, AI/ML, and enterprise systems — now AI-accelerated. The failure modes are predictable. Most teams just haven't survived enough of them yet.

20+Years in the field
6Service disciplines
0Guesswork
Services

Where I operate

Six disciplines. One operator. All consultancy-based — no handoffs, no account managers, just direct execution.

Data Architecture

Design and implementation of data platforms, pipelines, and warehouses built to scale. The kind of architecture that doesn't surprise you six months after launch.

  • Platform & warehouse design
  • Pipeline architecture
  • Schema + governance strategy

AI / ML Engineering

Model integration, MLOps, RAG pipelines, and AI-driven automation that moves from prototype to production without falling apart.

  • RAG + LLM integration
  • MLOps & model serving
  • AI workflow automation

Assistant C-Suite

Fractional APO, ACOO, ACIO, ACTO, ACDO — strategic advisory and execution at the roles that actually move the business.

  • Fractional executive advisory
  • Technology roadmaps
  • Vendor selection + oversight

Data Engineering

ETL/ELT, lakehouse, streaming, and batch systems engineered to run reliably in production — not just demos and sandboxes.

  • Batch & streaming pipelines
  • Lakehouse + data mesh
  • dbt, Spark, Airflow, Kafka

Middleware & Backend

APIs, integrations, microservices, and system architecture designed for the long haul. Wired to work with the rest of your stack.

  • REST/GraphQL APIs
  • System integrations
  • Microservices architecture

Cloud & Infrastructure Engineering

Azure, AWS, and Snowflake infrastructure designed for enterprise-scale reliability — governed, observable, and secure from day one.

  • Infrastructure as Code (Terraform)
  • Operations & observability
  • Security, IAM & hybrid multicloud
About

What you actually get.

Direct access to 20 years of depth. No account managers between you and the thinking. No subcontractors who learned your stack last quarter. No discovery theater before the real work starts.

When you work with Aethera, you're working with the person who has already seen your problem break — across data architecture, AI/ML, backend systems, and the C-suite decisions that shape them. That pattern recognition is the product.

Now AI-accelerated. Every engagement runs with the best tools available, applied with the judgment to know when to use them.

Full BackgroundWork with Me

Disciplines

  • Data Architecture & Platform Design
  • AI / ML Integration & MLOps
  • Fractional C-Suite Advisory
  • Enterprise System Architecture
  • ETL/ELT & Streaming Pipelines

Model

The market has a name for it now — the one-person unicorn. One operator with 20 years of enterprise depth, running AI-accelerated workflows that compress what used to take a team. The Economist called it the defining business model of 2025. Aethera is built exactly that way.

  • The person scoping the work is the person doing it — no handoffs, no context loss.
  • No Big 4 overhead. No utilization targets. No account managers between you and the answer.
  • AI-powered execution across the full stack — data, cloud, AI/ML, and fractional C-suite.
  • Project-based, retainer, or fractional — scoped to the problem, not a fixed service catalog.
Let's Talk

Bring a real problem.
Get a real answer.

No RFP circus. No discovery theater. Tell me what you're trying to build or fix — I'll tell you if I can help and what it would take.