Design × Code × Systems

Building products that matter.
Bridging Design, Code, and Education.

I help founders and operators make better decisions, ship faster, and integrate AI into daily workflows. Built across startup products, DevOps leadership, and hands-on programs taught to 60+ builders.

  • Product direction that turns unclear priorities into launch decisions
  • AI-enabled operating systems that reduce manual work without losing judgment
  • Infrastructure and delivery systems that improve reliability and team throughput
  • Operator-tested mastery programs for builders and designers
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Robust execution systems · Consulting, strategy sessions, workshops, and lectures

Professional journey

Milestones that shaped how I scope problems, build systems, and deliver outcomes.

Milestone 01
Generative and computational design

Built early foundations in algorithmic and data-driven design, using simulation and optimization to treat form, context, and constraints as one system.

Milestone 02
Full-time web development

Shifted fully into software delivery, shipping full-stack products in modern web ecosystems and proving capability through real outcomes and hiring traction.

Milestone 03
Startup product delivery at NSquared

Delivered in startup environments where speed, ambiguity, and impact coexist, strengthening product judgment and execution under real constraints.

Milestone 04
Head of DevOps at NSquared

Led DevOps and automation strategy to improve reliability and throughput, while introducing AI-enabled workflows that multiplied team velocity and consistency.

Selected Work

Selected projects

Built and shipped across products like BlinkMetrics and AAArdvark with the team at NSquared , covering product thinking, implementation, and delivery.

Based in real execution

The experience leading to the programs

A compact read on the practice behind the work: building cadence, shipped commits, student reach, programs taught, and years in the field.

Total days of building

Tracked from days of coding since May 10, 2022.

1,440 days
May 2022: 0 days May 2022 Jan 2023: 236 days Jan 2023 Jan 2024: 601 days Jan 2024 Jan 2025: 967 days Jan 2025 Jan 2026: 1,332 days Jan 2026 Apr 2026: 1,440 days Apr 2026 1,440 total days

Current total

1,440

Window

May 2022 to now

Road to 10,000 commits

Current progress on the long-range shipping target.

84%
84% 8,416 / 10,000
Shipped 8,416
Remaining 1,584

Years of experience

Counted from 2019 through 2026.

7 years
2019 baseline 70% of 10-year marker

Mastery programs

Three focused offers built around leverage and execution.

3
01 ASYMMETRY
02 Product Builders Camp
03 Design X Code
Explore programs

Students reached

Current teaching footprint across workshops and programs.

60
Progress to 100-student mark 60%
Mastery Programs

Programs built for real execution, not theory.

Each program is designed for practical application in active projects: clear structure, operator feedback, and shipped outcomes.

ASYMMETRY: Compounding value with AI-integrated systems

Outcomes

For operators, founders, and knowledge workers
Decision Clarity 94%
Workflow Leverage 96%
Original Output 93%

For founders, operators, and knowledge workers who feel scattered across too many inputs. Move from reactive execution to a compounding personal system where AI supports judgment, not noise.

  • Why trust: the same operating model is used in active client and product work.
  • Mechanism: weekly implementation loops, workflow audits, and direct feedback on your system.
  • Application outcome: leave with a working system tied to your current projects and decisions.
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Product Builders Camp

Outcomes

For builders shipping products end to end
Speed to MVP 95%
Portfolio Proof 92%
Launch Confidence 94%

For builders stuck in planning loops. Move from unfinished ideas to a shipped product and a portfolio-grade case study built end to end.

  • Why trust: taught from real product delivery across discovery, design, engineering, infrastructure, and launch.
  • Mechanism: structured build sprints, accountability checkpoints, and iterative feedback cycles.
  • Application outcome: ship a real product and document the decisions behind it as proof of execution.
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Design X Code

Outcomes

For designers growing technical fluency
Coding Confidence 93%
Design Automation 91%
Creative Control 92%

For designers dependent on handoff cycles. Move from Figma-only delivery to shipping, customizing, and deploying your own work with confidence.

  • Why trust: taught by a design-plus-code practitioner who ships in production environments.
  • Mechanism: guided coding drills, build reviews, and project-based feedback with deployment support.
  • Application outcome: publish work you can maintain, customize, and extend independently.
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Consulting and Strategy

When execution is expensive, systems beat heroics.

Support for founders and operators who need better decisions, higher shipping speed, and delivery systems that stay reliable under pressure.

AI integration for operating teams

Turn scattered AI experiments into a practical operating system your team can trust.

  • Problem: Teams waste time on repetitive work and inconsistent AI usage.
  • Method: Audit workflows, map high-leverage use cases, build integrations, then train and hand off.
  • Result: Faster execution, cleaner decision support, and repeatable AI adoption.
Embrace AI Integration

Product strategy session

Get clear on what to build next, what to stop, and how to ship with less risk.

  • Problem: Teams get stuck in planning loops and conflicting priorities.
  • Method: Scope constraints, define decision criteria, and align roadmap with delivery capacity.
  • Result: Better decisions, focused execution, and faster progress to meaningful milestones.
Book a strategy session

End-to-end product build

We take your concept to production — handling product, design, and engineering so you can focus on the business.

  • Problem: You have a product to ship but no in-house team to own the full build.
  • Method: My team and I plan, design, build, and launch under one accountable operating rhythm — no handoff gaps.
  • Result: A production-ready product delivered end-to-end, with documentation and systems to keep it running.
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What collaborators say

Let’s talk

If you need product delivery support, AI workflow integration, or a strategy session, share your context and goals.

I usually reply within 1–2 business days.