Representative Work

Work that shows how Xemory thinks, builds, and explores.

Xemory Systems is a newly launched company, but the underlying work is not hypothetical. These independent projects and research efforts reflect the standards, range, and technical judgment behind the business.

Independent buildsExperimental systemsCross-disciplinary range

Featured Project

Experimental Vision SystemIndependent R&D

Xemory Data Capture Pipeline

A consent-based experimental pipeline designed to capture dense facial-response data during controlled video exposure, pairing real-time landmark analysis with emotion modeling, derived behavioral metrics, and synchronized timestamps.

Even short sessions generated unusually rich structured datasets. The system was built to analyze facial landmarks, emotional signal shifts, head pose, eye openness, mouth movement, smile intensity, and timing relationships frame by frame, creating a serious foundation for identity, memory, and continuity-oriented research.

Computer visionMultimodal signal captureBehavioral metricsPrivacy-aware experimentation

Signal Density

468 facial landmarks captured in real time

Seven emotion categories with confidence scoring

Derived metrics including mouth, eyes, brows, smile, and head pose

Stimulus-synced timestamps tied to each captured frame

Consent-based testing with signed study permissions

Short sessions capable of producing dense behavioral records

Captured Structure

Sample Output

Even short sessions produced dense, time-synced records with enough structure to support serious downstream analysis.

{"video_timestamp":94.588299,
 "face_metrics":{"mouth_open":0.1200,"smile_intensity":0.0769,"head_yaw":12.2394},
 "emotion":{"dominant_emotion":"sadness","confidence":0.5442},
 "valence":-0.8689,
 "arousal":0.3252,
 "processing_time_ms":459.857}

Signals Captured

Frame-by-frame behavioral records from short controlled sessions

Emotion classification with confidence scoring

Valence, arousal, head pose, smile, mouth, and eye metrics

Stimulus-synced timestamps for structured replay and analysis

Why It Matters

This is not presented as a finished public product. It is evidence of technical depth, research discipline, and serious exploration around identity, behavior, memory, and continuity-oriented systems.

The testing described here was consent-based and structured for study use. The presentation is meant to show capability without overstating current product maturity.

Embodied System Design

Hardware Concept / Presence DeviceDesign Studies + Prototype Direction

Xemory Beacon

A dedicated hardware concept exploring how a Xemory avatar could eventually live in a physical object, combining presence, interaction, audio, lighting, sensing, and heirloom-oriented form language.

The Beacon extends the project beyond software alone. Current materials are concept studies and mockup imagery exploring several directions, from a minimal Mini Sphere to more ceremonial and faith-sensitive forms intended to feel like lasting family objects rather than ordinary consumer hardware.

System Architecture

Outer shell with diffused lighting and camera windows

Multi-camera capture layer with far-field audio

Mini-PC class compute core with local storage and networking

Base ring for power, service access, airflow, and speaker hardware

Heirloom Intent

The Beacon is not only about housing compute. It is a concept for a family-kept object: something symbolic, calm, and physically worthy of legacy rather than disposable hardware.

Current imagery should be understood as design studies and mockups, ranging from minimal spherical forms to more sculptural and ceremonial directions that could eventually serve different emotional or cultural settings.

Supporting Projects

Product / Platform Concept

HOWDOO

Independent Build

A digital product concept built to demonstrate platform thinking, user flow design, structured interfaces, and the kind of system-level execution Xemory can bring to modern web software.

Product thinkingInterface architectureStructured user flow

Operational Tooling

Creator Contract Generator

Independent Build

A practical application designed to help creators generate cleaner agreements through a more structured and approachable workflow.

Utility-first softwareBusiness-facing toolingWorkflow clarity

Creative Production

Welcome To WildVerse Mini Series

In Production

A story-driven creative project demonstrating worldbuilding, visual direction, digital storytelling, and the ability to coordinate work that lives across concept, brand, and production.

WorldbuildingNarrative directionCross-disciplinary execution

Operational Range

Capabilities In Practice

Digital systems and custom web surfaces

Workflow automation and operational tooling

Experimental AI and knowledge-system implementation

Cross-disciplinary delivery that spans design, software, and systems thinking

AI Training

Training can be part of the delivery, not an afterthought.

Xemory supports management teams and full staffs with practical instruction around AI use, adoption, and integration. The goal is not novelty. It is clarity, confidence, and real workplace usefulness.

Management sessionsStaff lecturesIntegration-phase support

Open AI Training

Contact

If the examples resonate, the next step is a real conversation.

Representative work should make the standard visible. If the fit feels right, continue to the next layer and start a serious conversation.

Go To Contact

Contact details live on the contact page. Based in Bellingham, Washington.