Clear Under Ambiguity
I separate facts, assumptions, and unknowns before setting hardware execution plans.
AI wearables and consumer electronics teams that need strong ownership across product design, validation, suppliers, and ramp.
Hardware systems and product-development leader with 10+ years delivering consumer devices and wearable hardware from concept to mass production across Meta AI smart glasses and Amazon Lab126.
I separate facts, assumptions, and unknowns before setting hardware execution plans.
I align product design, systems, firmware, reliability, quality, operations, and suppliers before issues become escalations.
I surface risk early, drive containment fast, and stay accountable through launch recovery.
Tradeoffs are explicit, and decision owners are named.
Teams align faster when expectations and risks are visible.
Every incident becomes a reusable operating improvement.
Customer safety and long-term quality outrank short-term shortcuts.
In early wearable development, comfort, industrial design, power, thermal, RF, durability, reliability, manufacturability, and schedule all compete. I create the cadence and evidence needed to close those tradeoffs without losing consumer-grade quality.
You get a prioritized risk map, top blockers with owners, build-readiness gaps, and an executable mitigation plan with weekly checkpoints.
Feasibility, architecture choices, requirements, and business-case alignment.
Engineering validation across function, power, thermal, RF, and electrical performance.
Design validation covering reliability, certification, validation matrices, and tooling readiness.
Process validation with focus on yield, capability, manufacturing test, and cycle time.
Mass production with sustained quality, supplier cadence, and operational tracking.
Book a 20-minute review and walk away with your top three blockers and a mitigation plan.
BOOK A TRIAGE REVIEWSummary: High-volume smart plug with strict safety and certification requirements.
Weld integrity, relay thermal rise.
Major FPY and throughput recovery.
Summary: Multi-SKU accessory program with complex stakeholder and quality constraints.
Acoustic obstruction, rattle, tolerance drift.
Multi-SKU launch delivered on schedule.
Summary: Electromechanical print product with reliability risks in media handling.
Adhesive drag jams, cutter reliability.
Jam rate stabilized and throughput improved.
Summary: Portable smart speaker for India with thermal and schedule pressure.
Thermal throttling, Li-ion safety, seasonal launch window.
Runtime and FPY targets recovered.
Summary: Modular adapter strategy with shared base and regional plug variants.
Compliance sequencing, contact resistance.
Changeover and inventory efficiency improved.
Summary: High-volume molded accessory with conductive material consistency risks.
Tip variability, cosmetic rejects.
PVT failures reduced and COPQ improved.
Request full case studies with constraints, decisions, and measurable results.
REQUEST CASE STUDIES| METRIC | TARGET |
|---|---|
| FPY | >= 95% |
| RTY | >= 90% |
| Cpk | >= 1.33 |
| OTD | > 95% |