Expertise
Deep technical expertise across AI/ML, cloud infrastructure, and edge computing -- built over 24 years of hands-on engineering at enterprise scale.
Service Areas
AI/ML Engineering
- -Foundation model fine-tuning and deployment
- -ML pipeline design and MLOps infrastructure
- -Model optimization for edge and cloud inference
- -Computer vision and remote sensing applications
- -Training infrastructure on cloud GPU clusters
Edge Computing & IoT
- -NVIDIA Jetson platform development
- -Model compression and quantization (TensorRT, ONNX)
- -Power-constrained inference optimization
- -Container runtime design for embedded systems
- -Cloud-to-edge orchestration pipelines
Cloud Architecture
- -AWS and GCP platform design
- -Infrastructure as code (Terraform)
- -CI/CD pipeline architecture
- -Microservices and event-driven systems
- -Cost optimization and scaling strategy
Technical Leadership
- -Architecture reviews and technical due diligence
- -Technology strategy and roadmap development
- -Fractional CTO for early-stage companies
- -Build vs. buy analysis
- -Team structure and engineering process design
Industry Focus
Defense & Government
SBIR/STTR, OTA contract support, CMMC-compliant architectures, and technical advisory for defense technology programs.
Satellite & Remote Sensing
Earth observation AI, satellite imagery processing, and edge inference for space-based platforms.
Investment & Due Diligence
Technical evaluation of AI/ML companies for PE firms, VCs, and hedge funds via expert network engagements.
Enterprise Technology
Cloud migration, platform modernization, and AI integration for large enterprises in financial services, telecom, and media.
Engagement Models
Expert CallsOne-hour consultations on AI/ML strategy, edge computing, or satellite technology for investment due diligence and corporate strategy teams.
Advisory RetainerOngoing technical advisory and fractional CTO services. Monthly retainer with defined scope and deliverables.
Project ConsultingArchitecture reviews, proof of concepts, and technical assessments. Fixed scope, fixed timeline.