Functional Skills
Cloud Architecture
Data Governance
Data Management
Business Analysis
AI Strategy
Product Strategy
Program Management
DevOps
Agile Software Development
Blockchain
Regulatory Compliance
User Research
Good Clinical Practice (GCP)
Supply Chain Integration
Software Skills
Prompt Engineering
Kubernetes
Microservices
AWS
LangChain
AWS Lambda
Docker
Blockchain
Storage Area Network (SAN)
Terraform
Azure
Snowflake
Certifications
CSMCertified Scrum Master
CSPOCertified Scrum Product Owner
Sector Experience
Healthcare
Life Sciences & Pharma
Media & Entertainment
Technology
Transportation & Logistics
Experience
Inflection Spark Solutions LLC
Corporate Strategy & Development
Founder & Fractional Chief AI Officer/CTO/CPO
4/2023 - Present
Digital & AI-transformation consultancy
• Mid-Market → Enterprise From roadmap to build-out
● • Lead CAIO engagements that craft 90-day AI roadmaps, embed responsible-AI guardrails and unlock 10-30
● ROI within six months.
• Established a three-pillar advisory model—Transform, Evolve, Disrupt—covering cloud/data foundations, AI-ready culture, and AI-enabled product acceleration.
• Authored a 60-page Disruption Preparedness Kit synthesizing research, industry benchmarks, and pragmatic road-maps (publishing 2025).
• Built the HUMAN//AI thought-leadership series (six parts and growing) and a case-study library spotlighting AI-driven disruption patterns.
• Secured and delivered a $500k annual engineering-transformation contract; serves as anchor engagement and case template.
• Developing InflectionSparks, an agentic R&D pipeline that cuts research-to-prototype prep time ~50 %; slated for SaaS rollout.
• Mid-Market → Enterprise From roadmap to build-out
● • Lead CAIO engagements that craft 90-day AI roadmaps, embed responsible-AI guardrails and unlock 10-30
● ROI within six months.
• Established a three-pillar advisory model—Transform, Evolve, Disrupt—covering cloud/data foundations, AI-ready culture, and AI-enabled product acceleration.
• Authored a 60-page Disruption Preparedness Kit synthesizing research, industry benchmarks, and pragmatic road-maps (publishing 2025).
• Built the HUMAN//AI thought-leadership series (six parts and growing) and a case-study library spotlighting AI-driven disruption patterns.
• Secured and delivered a $500k annual engineering-transformation contract; serves as anchor engagement and case template.
• Developing InflectionSparks, an agentic R&D pipeline that cuts research-to-prototype prep time ~50 %; slated for SaaS rollout.
Leanly (Stealth Startup)
Product Management / Strategy
Co-Founder & Head of Product
12/2024 - 6/2025
NoOps/AIOps SaaS startup
• Two-founder team
• Pre-seed
● • Conceived and drove product vision for a fully-managed NoOps/AIOps platform that cuts first-deploy setup from ~30 min to
● 3 min (-90%) and keeps pipelines self-healing via RAG-based LangChain agents; supports lightweight LLM fine-tuning workflows.
• Architected end-to-end CI/CD → production orchestration across AWS Lambda & Docker; multi-cloud roadmap extends to GCP/Azure and MLOps model-lifecycle automation.
• Productized four-tiered offerings (Launch → Grow → Scale → Enterprise) providing orchestration, observability, FinOps, DevSecOps, MLOps, and autonomous drift-correction. Delivery is as simple "connect your AWS account and go."
• Landed first beta customer and built a 12-company wait-list within 90 days. Developed by a two-person founding team; led product strategy, user research, and GTM.
• Two-founder team
• Pre-seed
● • Conceived and drove product vision for a fully-managed NoOps/AIOps platform that cuts first-deploy setup from ~30 min to
● 3 min (-90%) and keeps pipelines self-healing via RAG-based LangChain agents; supports lightweight LLM fine-tuning workflows.
• Architected end-to-end CI/CD → production orchestration across AWS Lambda & Docker; multi-cloud roadmap extends to GCP/Azure and MLOps model-lifecycle automation.
• Productized four-tiered offerings (Launch → Grow → Scale → Enterprise) providing orchestration, observability, FinOps, DevSecOps, MLOps, and autonomous drift-correction. Delivery is as simple "connect your AWS account and go."
• Landed first beta customer and built a 12-company wait-list within 90 days. Developed by a two-person founding team; led product strategy, user research, and GTM.
Matrix Medical Network
Engineering
Vice President, Technology (Contract
9/2023 - 12/2024
PE-backed healthcare provider
• 3M annual patient assessments
• Remote first
● • Restructured 11 engineering teams into four domain squads while reporting weekly progress to the CIO and board steering committee; delivery velocity ↑ 80 %.
• Deployed IoT remote-diagnosis suite and generative-AI chatbot with FHIR/HL7 integration to cloud EHR, boosting clinician-patient engagement and data capture.
• Rebadged 65 internal engineers to partner vendor and off-boarded 26 contractors, meeting budget & timeline handoff to three incoming VPs.
• Built a GPT-powered multimodal knowledge base (~90 hrs video, code, diagrams) in four weeks, reducing new-hire ramp-by ~60% and enabling a six-week, zero-downtime hand-off that increased assessment throughput by ~22%.
• 3M annual patient assessments
• Remote first
● • Restructured 11 engineering teams into four domain squads while reporting weekly progress to the CIO and board steering committee; delivery velocity ↑ 80 %.
• Deployed IoT remote-diagnosis suite and generative-AI chatbot with FHIR/HL7 integration to cloud EHR, boosting clinician-patient engagement and data capture.
• Rebadged 65 internal engineers to partner vendor and off-boarded 26 contractors, meeting budget & timeline handoff to three incoming VPs.
• Built a GPT-powered multimodal knowledge base (~90 hrs video, code, diagrams) in four weeks, reducing new-hire ramp-by ~60% and enabling a six-week, zero-downtime hand-off that increased assessment throughput by ~22%.
Whitepages, Inc.
Engineering
Vice President, Engineering
9/2019 - 1/2022
B2C identity-data platform
• 50
● monthly users
• Seattle
● • Re-platformed an 11-year-old monolith to cloud-native microservices in 18 months, rebuilding a 40-person hybrid North-/South-America engineering org and achieving zero-downtime cut-over.
• Expanded engineering capacity by 170% while cutting OpEx by 32%.
• Embedded ML identity-scoring boosted marketing conversions by 82%.
• Stood up COVID-19 Emergency Contact product suite in 3 wks—supported frontline providers; boosted brand trust & traffic.
• Implemented GDPR & CCPA compliance frameworks, safeguarding 300 M+ user records.
• Mentored eight engineers to the principal level; two promoted to director roles, strengthening leadership pipeline.
• 50
● monthly users
• Seattle
● • Re-platformed an 11-year-old monolith to cloud-native microservices in 18 months, rebuilding a 40-person hybrid North-/South-America engineering org and achieving zero-downtime cut-over.
• Expanded engineering capacity by 170% while cutting OpEx by 32%.
• Embedded ML identity-scoring boosted marketing conversions by 82%.
• Stood up COVID-19 Emergency Contact product suite in 3 wks—supported frontline providers; boosted brand trust & traffic.
• Implemented GDPR & CCPA compliance frameworks, safeguarding 300 M+ user records.
• Mentored eight engineers to the principal level; two promoted to director roles, strengthening leadership pipeline.
ReachNow (BMW Carsharing)
Engineering
Divisional Chief Technology Officer | Head of Technology
10/2016 - 8/2019
BMW Group mobility venture
• 100
● riders
• U.S. & EU fleets
● • Developed and launched a mobility technology suite adopted across the U.S. and Europe.
• Transformed BMW's car-sharing technology stack: converted a closed-in-vehicle module into an open API gateway, enabling remote lock/unlock, telemetry, and ride-hailing features via new iOS & Android apps (iOS rating 1.4 → 4.8, support calls ↓ 86 %.); scaled to a 2,700-vehicle fleet.
• Applied machine-learning demand forecasting to drive dynamic pricing & coupon incentives, raising utilization of low-activity vehicles by ~15% and feeding predictive-maintenance models.
• Lowered fleet-management costs by 67% via IoT telemetry & predictive maintenance.
• Grew and mentored 12 engineering leads, several advancing to senior management roles across BMW Group.
• Integrated real-time Kount risk scoring into comprehensive Fraud-Prevention suite, stopped 40-car theft spree, established BMW global mobility fraud model.
• Co-led blockchain fleet-management and autonomous-R&D pilots with BMW Group labs.
• 100
● riders
• U.S. & EU fleets
● • Developed and launched a mobility technology suite adopted across the U.S. and Europe.
• Transformed BMW's car-sharing technology stack: converted a closed-in-vehicle module into an open API gateway, enabling remote lock/unlock, telemetry, and ride-hailing features via new iOS & Android apps (iOS rating 1.4 → 4.8, support calls ↓ 86 %.); scaled to a 2,700-vehicle fleet.
• Applied machine-learning demand forecasting to drive dynamic pricing & coupon incentives, raising utilization of low-activity vehicles by ~15% and feeding predictive-maintenance models.
• Lowered fleet-management costs by 67% via IoT telemetry & predictive maintenance.
• Grew and mentored 12 engineering leads, several advancing to senior management roles across BMW Group.
• Integrated real-time Kount risk scoring into comprehensive Fraud-Prevention suite, stopped 40-car theft spree, established BMW global mobility fraud model.
• Co-led blockchain fleet-management and autonomous-R&D pilots with BMW Group labs.
INgrooves Music Group
Engineering
Vice President, Engineering & Product
3/2013 - 11/2015
Universal Music subsidiary
• 65
● global digital distribution share
● • Re-platformed a 12-year monolith into a cloud microservices stack that powered the end-to-end digital-music supply chain for ~65% of global releases, from secure master ingestion and transcoding to real-time royalty settlement.
• Unified a 170-member global engineering team and opened a new Victoria, Canada, Engineering HQ; delivered nine PaaS products, reducing costs by 32%.
• Introduced predictive streaming-trend analytics, increasing label revenue by 18%.
• Mentored and developed 16 first- and second-line engineering and product leaders, building the company's long-term leadership bench.
• 65
● global digital distribution share
● • Re-platformed a 12-year monolith into a cloud microservices stack that powered the end-to-end digital-music supply chain for ~65% of global releases, from secure master ingestion and transcoding to real-time royalty settlement.
• Unified a 170-member global engineering team and opened a new Victoria, Canada, Engineering HQ; delivered nine PaaS products, reducing costs by 32%.
• Introduced predictive streaming-trend analytics, increasing label revenue by 18%.
• Mentored and developed 16 first- and second-line engineering and product leaders, building the company's long-term leadership bench.