Capabilities

What I bring to the work

Explore each strength through the projects, roles, and recommendations that shaped it.

01
Capability
Product interface systems
Design and implementation for data-dense products, reusable interface foundations, and workflows that need to remain understandable as their scope grows.
- Information architecture
- React + TypeScript
- Design systems
- Data visualization
- Responsive interaction
See it in the work
ExperienceYubico
Enterprise administration interfaces, shared components, Storybook documentation, and test infrastructure.
ExperienceRevenue.io
Analytics dashboards and modernization from Backbone toward React and TypeScript.
Case studyFlight Tracker AI
A map-led interface connecting aircraft, trajectory, weather, and hazard context.
Capability index
02
Capability
Bounded AI workflows
AI-assisted products that keep source evidence, review state, uncertainty, and consequential actions visible instead of hiding them behind a single generated answer.
- Structured outputs
- Retrieval + provenance
- Human approval
- Deterministic fallback
- Agent permissions
See it in the work
Case studyJob Search OS
Evidence-backed career workflows with structured outputs and explicit approval gates for external actions.
RepositorySupraconscious Avatar AI
A multi-application reflection platform with policy-first retrieval, source provenance, GraphRAG foundations, and mobile work.
RepositoryFruition Venture Studio
A separated public intake and owner-only research system with evidence status and human override boundaries.
Capability index
03
Capability
Security and platform boundaries
Authentication, permission, data-access, and system-state boundaries designed as product behavior rather than left as implementation detail.
- WebAuthn
- Permission boundaries
- Data minimization
- Approval state
- Testable contracts
See it in the work
ExperienceYubico
Enterprise security-product workflows expressed through administration interfaces and reusable components.
RepositoryWebAuthn Core
Reusable server-side orchestration with pluggable challenge, credential, and MFA-state adapters.
Case studyJob Search OS
Protected single-user operation where external actions remain manual or require the user’s approval.
Capability index
04
Capability
Creative technology
Software where audio, music, simulation, spatial information, and custom interaction are part of the product’s core behavior.
- C++ DSP
- Audio plug-ins
- Music systems
- Realtime 3D
- Geospatial interaction
See it in the work
Case studyWave Factory Essentials
Host-loadable AU, VST3, and CLAP products with local DSP, custom interfaces, and separate release gates.
Case studyProgressionLab
A deployed harmony workspace connecting structured generation to playback, practical voicings, sharing, MIDI, and PDF export.
RepositoryEMF Disturbance Sim
A realtime 3D electromagnetic-field lab built around emitter and interference behavior.
Capability index
05
Capability
Technical leadership
Leading frontend delivery, modernizing working systems, mentoring engineers, and making cross-functional product work easier to execute.
- Frontend leadership
- Mentoring
- System modernization
- Release coordination
- Cross-functional delivery
See it in the work
ExperienceBosch
Frontend leadership across maps, scheduling, responsive products, and coordinated releases.
ExperienceGrindr
Engineering management alongside delivery of campaign and content-management tooling.
Capability index

Go deeper

See the work behind each strength

Open a case study for the full technical story, visit a repository to inspect the code, or read what managers, teammates, and clients have said about working with Carl.