The Latent Element Logo

THE LATENT ELEMENT STUDIO

DIGITAL SERVICES

Specialties: AI systems (Vercel AI SDK, tool calling, MCP), full-stack development, XR/AR/VR, healthcare platforms, fintech applications, BLE protocol SDKs, enterprise data systems, product leadership, technical architecture.

Leadership Skills Diagram - Product, Technical, IR, Partnership, People, and Shipping Leadership

© 2025 The Latent Element LLC

Comprehensive healthcare technology stack spanning critical layers: Network Adequacy, API Interoperability, Patient Engagement, Clinical Decision Support, Healthcare Communication, and Workflow Analytics.

CoverageMap
Network Analysis
Unknown Sources
FHIR Translation
Patient XP
Patient Engagement
Doc Prompt
Clinical Support
CareStory
Healthcare Stories
FlowSight
Workflow Analytics
View Healthcare Portfolio

Innovative digital solutions transforming the commercial real estate industry through transaction platforms, market intelligence, and property management systems.

Juno Montera
Transaction Platform
CRE Analytics
Market Intelligence
PropTech Connect
Property Management
Orrin
Investment Discovery
View CRE Portfolio

Featured Projects

Latest Work

YUR Coach

Backed by Boost VC, Goodwater Capital, PCV, OpenAI Tier 5, Meta Reality Labs

Visit Website

AI-powered fitness coaching platform built with Vercel AI SDK featuring advanced tool calling capabilities. Part of Perplexity for Startups and Google Cloud Established Startup programs, YUR Coach delivers intelligent workout guidance through multiplatform applications with 95%+ code sharing between iOS and Android.

Vercel AI SDKTool CallingSwift/SwiftUIKotlin/ComposeSkip ToolsCross-Platform

AI SDK & Tool Calling Integration

Built a sophisticated AI coaching system leveraging Vercel AI SDK with custom tool implementations for real-time calendar integration, workout scheduling, and personalized fitness recommendations. The platform intelligently orchestrates multiple tools to deliver context-aware coaching experiences.

  • Google Calendar integration for intelligent workout scheduling and availability management
  • Custom tool calling pipeline for personalized fitness recommendations based on user context
  • Real-time AI responses with streaming capabilities for conversational coaching experiences
  • Multi-modal AI integration supporting text, voice, and sensor data for comprehensive fitness tracking

Gaian Foot Insole SDK Integration

Led the end-to-end design and implementation of a production-ready SDK abstracting a smart foot insole platform. This work involved building a clean, developer-facing layer over a low-level BLE protocol, including connection lifecycle management, service and characteristic discovery, notification enablement, command pipelines, structured response parsing, error handling, and optional binary telemetry decoding. The underlying device protocol required careful handling of command/response semantics, JSON payload validation, and defensive parsing based on the insole firmware's API contract.

  • Bluetooth connection management with automatic service/characteristic discovery
  • Real-time notification handling for FFF1 (JSON data) and FFF4 (binary telemetry) characteristics
  • Command write pipeline for FFF2 characteristic with robust error handling
  • JSON response parsing and binary telemetry decoding for IMU sensor data (accelerometer, gyroscope, quaternion)

Recognition & Partnerships

  • Perplexity for Startups program member
  • Google Cloud Established Startup partner
  • Backed by Boost VC, Goodwater Capital, and PCV
  • OpenAI Tier 5 partnership for advanced AI capabilities
  • Meta Reality Labs Grant recipient for XR fitness innovation

Premium membership and perks platform providing streamlined member management, event coordination, real-time notifications, and comprehensive activity tracking. Features advanced email templating, SMS integration, and analytics-driven member engagement through PostHog tracking.

Email SystemsSMS IntegrationAnalyticsMember ManagementActivity FeedPerformance Optimization
Modernized email system with AMAZE branding standards
Integrated Twilio SMS functionality with notification logging
PostHog analytics integration for member tracking and engagement
Timezone-aware activity feed with bulk member operations

LP Intelligence

Visit Platform

MCP-powered AI platform automating fund document retrieval, processing, and analysis for Limited Partners and fund administrators. Intelligently processes 500+ document types with 99.7% accuracy, reducing document management time by 85% through contextual AI understanding and compliance validation.

Model Context ProtocolDocument IntelligenceAI AutomationCompliance ValidationFund AdministrationOCR & Extraction
99.7% K-1 accuracy with intelligent document classification
Automated fund portal login and document retrieval (24/7 processing)
Contextual AI with persistent memory across document sets and investors
Automated compliance validation and audit trail management

Other Projects

Allows you to talk to a custom chatbot built around clean, structured data, from online sources you care about. Create personalized AI assistants with curated knowledge bases.

Custom ChatbotsData CurationAI AssistantKnowledge Base
Custom data source integration
Clean, structured data processing
Personalized chatbot experience

More projects coming soon

Check back for additional portfolio pieces

Explore immersive VR/AR experiences and cutting-edge Extended Reality projects showcasing spatial storytelling and real-time rendering.

View XR Portfolio

My Stack

Tailwind CSS
Tailwind CSS
Next.js
Next.js
Supabase
Supabase
Vercel
Vercel
Clerk
Clerk

Contact

Get in touch for project inquiries or collaboration opportunities.

Contact me on LinkedIn