Full-Stack Systems Engineer · Independent Consulting · Est. 2018

Engineering at the edge of hardware, software, and cloud.

I help companies solve engineering problems that cross discipline boundaries — from RF signal chains and embedded firmware through to cloud architecture and edge AI deployment, across defense, aerospace, healthcare, and industrial sectors.

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01 Embedded & RF Firmware, FPGAs, signal chain design, SDR platforms, LoRaWAN.
02 Edge AI On-device inference on Jetson, Coral, and FPGA targets.
03 Cloud & SRE Multi-cloud architecture, CI/CD, FedRAMP and ITAR compliance.
04 Full-Stack Integration End-to-end systems from PCB hardware through cloud backends.
What I Do

Consulting Services

I take on engagements where the problem spans more than one domain. Most clients come to me because the work requires someone who can hold the full technical picture without handoff gaps.

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Embedded Systems & RF Engineering

Hardware-adjacent design where precision is non-negotiable, from antenna to baseband, from bare silicon to production firmware.

  • RF signal chain design and validation
  • FPGA development in HDL/VHDL
  • SDR platform integration
  • Bare-metal and RTOS firmware (C/C++)
  • LoRa / LoRaWAN network deployment
  • Antenna system design and impedance matching
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Edge AI & Intelligent Systems

Training and deploying ML models that run on constrained hardware with real-time inference and no cloud round-trip.

  • Computer vision model training (TF/Keras)
  • ONNX and TensorRT optimization
  • NVIDIA Jetson and Google Coral deployment
  • FPGA-accelerated inference in HDL
  • SageMaker and Vertex AI at scale
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Cloud Architecture & SRE

Systems built to last: reliable, observable, compliant, and cost-efficient across AWS, Azure, and GCP.

  • Multi-cloud architecture and platform strategy
  • AWS GovCloud, FedRAMP, ITAR, HIPAA
  • SRE: SLAs, SLOs, incident response
  • CI/CD pipelines and GitOps automation
  • Kubernetes / EKS / AKS orchestration
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IoT & Telemetry Systems

Connecting physical hardware to cloud analytics from edge sensor to dashboard.

  • Edge-to-cloud telemetry ingestion
  • AWS IoT and Azure IoT Hub integration
  • Real-time monitoring and alerting
  • Low-power sensor backhaul design
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Security & Compliance

Building and auditing systems that meet federal, defense, and healthcare security standards without sacrificing engineering velocity.

  • SOC 2, FedRAMP, ITAR, HIPAA compliance
  • Penetration testing and vulnerability assessment
  • IAM strategy and access control architecture
  • Audit logging and compliance documentation
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Software & API Development

Production-grade backend systems and APIs built to integrate with the broader technical ecosystem.

  • RESTful and gRPC API design (Python, Go, Java)
  • Microservices and serverless architecture
  • FHIR, HL7, and DICOM integrations
  • Legacy system modernization
How It Works

Engagement Process

Every engagement starts with understanding the actual problem, not the assumed solution.

01
Discovery Call
We talk through the challenge, constraints, team structure, and timeline. Hard questions early means no surprises later.
02
Scoping and SOW
A clear Statement of Work with defined deliverables, milestones, and cost estimates. No vague retainer arrangements.
03
Execution
Focused sprints with regular check-ins. Working code, tested hardware, and documented architecture, not slide decks.
04
Handoff and Support
Full documentation, knowledge transfer, and optional ongoing SRE or retainer support after the project ships.
Who I Work With

Industries & Sectors

My work spans regulated, mission-critical industries where engineering mistakes have real consequences.

Defense & Aerospace AWS GovCloud, FedRAMP, and ITAR compliance. RF and signal intelligence systems, edge AI on constrained hardware, secure communications infrastructure.
Healthcare & Life Sciences HIPAA-compliant cloud architecture, EHR/EMR integrations, HL7/FHIR APIs, DICOM imaging pipelines, clinical data migration.
Industrial & Manufacturing IoT sensor networks, LoRaWAN deployments, edge inference for quality control, OT/IT integration, real-time telemetry pipelines.
SaaS & Enterprise Software Multi-cloud SRE, platform modernization, CI/CD maturity, observability buildout, infrastructure cost reduction.
Satellite & Communications SDR-based platform development, satellite communication signal chains, long-range RF link design, baseband processing.
Research & Development Prototype hardware and firmware, feasibility studies, signal processing research, custom test equipment and data acquisition systems.
About

A Single Point of Contact Across the Full Stack

Most firms make you hire three specialists, an embedded engineer, a cloud architect, and an AI/ML team, and then pay a project manager to make them talk to each other.

I have spent the last seven years working at the intersection of all three, on projects where the path from a sensor all the way to a cloud dashboard had to be designed by one person who understood every layer.

I work in W-2 and consulting capacities, take on projects of varying scope, and am experienced operating under NDAs and within regulated, compliance-driven environments.

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7+ Years of professional engineering experience across embedded, cloud, and software domains.
3 Major cloud platforms with deep expertise in regulated and federal environments.
150TB+ Clinical data migrated across healthcare cloud transformation engagements.
40% MTTR reduction through SRE practices and observability improvements at enterprise scale.
Get Started

Have a problem worth solving?

Tell me what you are building, where you are stuck, or what you need someone to own end-to-end. I will tell you honestly whether I can help.

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