Client Engagements & Deployed Solutions
Not proofs of concept — production systems operating at enterprise scale. From 4+ year engagements with Cellebrite to 300+ Electrolux locations to 7+ years owning vzaar's API platform. We build things that stay in production.
Enterprise Engagements
Long-running client relationships with named enterprise customers.
Cellebrite — Enterprise Vault Server
4+ Years — Digital Forensics Platform
Sole developer of the complete EVS product series. EVS-SaaS for cloud-based evidence management, EVS-on-Prem for on-premise deployment. React frontend with Rust backend. Advanced features including device unlocking and data extraction for law enforcement UFED users.
Global Pharmaceutical — Synthetic AI Personas
Knowledge Graph + RAG Insight Platform
Synthetic AI Persona platform for a top-tier pharmaceutical company. Ingests heterogeneous research — interview transcripts, DOCX, PDF, PPTX, Markdown — into a structured ArangoDB knowledge base, then exposes it through graph-RAG conversational agents. A persona-style dialogue lets stakeholders probe evidence-grounded insight on launch and customer experience across qualitative research.
WOLF GmbH — WolfGPT
2.5+ Years — Enterprise LLM System
Multi-LLM architecture with intention analysis that anticipates user needs. Specialized tool-calling, RAG over company documentation, intent routing to specialized handlers. Voice-enabled agents. Running in production handling real enterprise workloads daily.
Electrolux — SmartContainers
300+ EU Locations — Supply Chain
Enterprise supply chain platform across pan-European distribution. Transportation and warehouse management, freight route optimization, compliance tracking, quality control automation, and logistics decision support systems.
vzaar — Video Hosting API
7+ Years — Platform Ownership
Complete API platform ownership for a video hosting service. Client libraries in PHP, Java, ActionScript 3, C#. Support for hundreds of third-party integrations. Developer documentation, SDKs, and continuous API evolution serving a global customer base.
GameStake Technologies
Gaming Platform Architecture
Gaming platform built on ArangoDB Foxx Microservices. OpenResty replacing Nakama Server for custom game logic. Payment integration (Stripe, Skrill). Real-time gaming events via WebSocket.
AI & Research Projects
AI deployments for enterprise research and intelligence.
Pharmaceutical Digital Twin
Fortune 500 — AI Persona System
Synthetic AI persona multi-agent digital twin system for drug development research. Healthcare professional modeling with knowledge graph architectures. 92%+ behavioral accuracy validated against real interview transcripts. Clinical-grade quality with GDPR and HIPAA compliance.
TranscriptIntel Deployment
In-house — Conversation Intelligence
Production deployment of our conversation intelligence platform for interview analysis. Speaker diarization, behavioral DNA extraction, sentiment analysis, and executive report generation across thousands of transcripts for consulting and research clients.
SPLADE Model Trainer
Internal R&D — Neural Information Retrieval
Machine learning system for SPLADE model training and evaluation. Creates sparse vector representations of text for efficient document search and retrieval. Powers the sparse retrieval side of our hybrid search implementations.
CogniGraph Myelin
In-house R&D — Local Relation Verification
Local relation-verification research supporting CogniGraph's Semantic Neurons. Uses compact quantized models to assess candidate entity pairs against source text, identifying the relationship, its direction and assertion status.
Nova — Digital Human Studio
Showcase — ElevenLabs & HeyGen LiveAvatar
A showcase for creating conversational avatars with ElevenLabs agents and HeyGen LiveAvatar. Combines real-time voice conversations, a company document library and synchronized photorealistic avatar video, with typed questions, interruption controls and downloadable transcripts.
NLUI — Natural Language User Interface
In-house R&D — Conversational UI at Runtime
Research into interfaces that combine natural-language requests with interactive charts, tables, choices and forms. A controlled runtime validates application-owned UI blocks and requires explicit confirmation for actions that change data.
Incubated Startups
Products we've grown from internal projects to independent platforms.
PLU Finder
Produce Intelligence Platform
From internal project to production platform with thousands of monthly users across 4 domains. 1,540+ PLU codes, REST API at api.plufinder.com, MCP server at mcp.plufinder.com for AI applications. Expanding into cold chain management and enterprise data licensing. Trademark pending (EUIPO).
Zeento.Cloud
Cold Chain Intelligence Platform
Prevention-first cold chain platform connecting real-time sensor data to commodity-specific intelligence. From platform specification to sensor hardware design. Universal sensor compatibility, semantic search for operational guidance, and Codex Alimentarius standards integration.
Vidifo
Visual Digital Forensics — Patent Pending
From concept to patent-pending product. Multi-LLM video and image analysis for law enforcement. Edge-based processing on mobile hardware with cryptographically verifiable chains. Patent Filing #20252007063831.
IoT Deployments
Sensor networks and environmental monitoring at production scale.
LoggerDaisy
5+ Years as CTO — Environmental Monitoring
IoT platform for warehouses, cold storage, greenhouses, and transportation. Temperature, humidity, air pressure, CO2, ethylene, and VOC monitoring. Proprietary VOCA sensor. Medical integration with Jumper Medical oximeters. Multi-year production deployment across commercial environments.
Retraced GmbH
TechOps Leadership — DevOps Platform
DevOps leadership across the company and affiliates. Platform framework design and implementation, cloud-to-cloud synchronization and migration, GitHub Actions automation with custom Docker workflows.
Looking for implementation examples?
Check out our Products page for the full portfolio, or contact us to discuss how we can deliver similar results for your organization.
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