IT Consultant · Systems Engineer · Founder

Felix Schatten

Physics-trained systems engineer. From adversarial automation research and vision/NLP to medical 3D infrastructure — now building QuestPipe.

Condensed Matter Physics NLP, CNN & Machine Learning Cloud & Backend Dental 3D
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Felix Schatten
01
Selected Projects

Work

01 Active · 2014–Present

01PC

Digital agency & consultancy — solution architecture, development, and technical strategy.

Founded in 2014. Full-service digital consultancy delivering solution architecture, full-stack development, system integration, AI/ML implementation, and technical strategy. Operating as solution architect and technical lead across complex multi-stakeholder projects for mid-market and enterprise clients.

Clients

Stellantis Data Engineering · Marketing Intelligence Global automotive group (Peugeot, Citroën, Opel, Fiat, Jeep). Designed and built marketing data aggregation and unification pipelines — merging fragmented campaign, CRM, and channel data across brands into a consolidated analytics layer for cross-brand marketing intelligence and reporting.
Opel Stellantis Group E-Commerce Consulting · Systems Engineering E-commerce consulting and newsletter marketing for the German automotive brand. Built an automated price list generation system — web-based configurator rendering vehicle trims, options, and pricing into print-ready PDF catalogues at scale.
TYLERS AGENCY GmbH Solution Architect · 2021–2026 Top 50 owner-managed full-service agency, Frankfurt am Main. Led digital product development, AI/LLM integration, and solution architecture across client portfolio.
BORCO HÖHNS GmbH Solution Architect · Full-Stack Complete digital relaunch for leading vehicle manufacturer. Website rebuild, mobile.de API integration, CRM (HubSpot), automation server, sales funnel, and ERP integration.
Aumovio Engineering Services formerly Continental Engineering Services Solution Architect · Digital Consultant Digital optimization for automotive/industrial engineering firm. SEO & performance, Google Analytics/Ads, web redesign, Laravel e-commerce, sustainability reporting.
Discover Airlines Lufthansa Group Solution Architect · Digital Consultant Inflight portal & media center (Panasonic Avionics), responsive newsletter systems tested on 300+ devices, Azure-based mailing automation.
SVOLT Energy Technology Europe Full-Stack · Systems Architecture European arm of Chinese battery manufacturer. Built corporate web presence and marketing infrastructure, designed database & API layer connecting internal systems, and developed a custom HR management platform from the ground up.
Weck Glass & Packaging Technical DD · E-Commerce Consulting Iconic German glassmaker. Conducted technical due diligence on existing digital infrastructure, developed e-commerce strategy and implementation roadmap, deployed traffic analytics and comprehensive SEO optimization.
Tuttolomondo Wine & Food E-Commerce · Brand & Marketing Italian wine and food purveyor. End-to-end e-commerce with integrated delivery logistics, brand marketing campaigns, professional photo and video production, and organic search strategy driving direct-to-consumer growth.
Moments Bakery E-Commerce · Business Operations Artisan bakery expanding into online sales. Built e-commerce storefront with shipping and fulfillment integration, SEO for local and national reach, and advisory on general business operations and digital process optimization.
EastGrape Wine Bar Digital Presence · Internal Tooling Boutique wine bar in Frankfurt. Designed digital presence including website and social strategy, built internal operations tools for inventory and event management, and implemented search optimization for local discovery.
DE-REN GmbH Web Development · Technical SEO Renewable energy company. Designed and developed corporate website with focus on technical SEO — structured data, performance optimization, and search visibility for a competitive industry vertical.
Memory of the World Platform Architecture · Image Database Cultural archival initiative. Architected and built an image database system and public-facing web platform for cataloguing, searching, and presenting digitized cultural heritage collections at scale.

Product Builds

Pinwall.ai AI-powered content aggregation platform — RSS feeds, LLM processing, automated translation, categorization, and generative image creation.
Jiffyfy SaaS platform for brand-compliant AI content generation. Multi-tenant architecture, LLM integration, human-in-the-loop review workflows.
Nexrender Pipeline Automated video production on AWS — After Effects rendering via Nexrender, S3/Lambda orchestration, generative AI content integration.
  • Solution architecture and full-stack development
  • API integration and system automation
  • AI/LLM integration and generative content pipelines
  • SEO/SEA optimization and analytics infrastructure
  • Cloud infrastructure and DevOps (AWS, Azure)
  • Automated video production and media systems
02 2021–2026

Bite-Finder

Patented dental occlusion analysis from intraoral 3D scans.

Medical dental SaaS with patented technology for computing occlusion and patient-specific jaw movement from intraoral scans and 3D meshes. Built technical infrastructure, managed traffic architecture, and held CCO responsibilities alongside technical leadership across the full product lifecycle.

  • 3D mesh processing and intraoral scan analysis
  • Patient-specific biomechanical modeling
  • Patented occlusion algorithms
  • Technical infrastructure and traffic architecture
  • CCO responsibilities and technical leadership
03 Active · 2026–Present

QuestPipe

Structured discovery + diagnostics for organizations.

A questionnaire-driven, AI-assisted diagnostic platform that builds structured company profiles, identifies automation and optimization potential, and translates insights into actionable solution paths. Diagnoses before prescribing — owns the entry point where uncertainty becomes understanding.

  • Adaptive questionnaires mapping real business operations
  • Automation readiness scoring and opportunity identification
  • Structured solution paths — not generic assessments
  • Serves SMEs at the AI crossroads: clarity before action
02
Capabilities

Expertise

Selectively available for consulting, advisory, and build engagements.

Technical Consulting
Product architecture, system design, and technical strategy — from early-stage decisions to scaling challenges.
System & Product Architecture
Selectively taking on build engagements — backend infrastructure to polished interfaces. Reliability, speed, craft.
Applied ML (NLP, Vision)
NLP, machine vision, and intelligent automation integrated into real products, not proof-of-concepts. Production-grade.
Data Engineering
Pipelines, analytics infrastructure, and data strategy. Making information usable, reliable, and decision-ready at scale.
Platform Resilience
Adversarial automation research, anti-fraud analytics, and risk assessment. Systems that hold up under real-world pressure.
Founder Advisory
Technical strategy for founders — stack decisions, hiring guidance, architecture reviews, bridging vision and implementation.
03
Background

About

I build systems that have to work under real constraints — technical, economic, adversarial.

My background is unusual on purpose.

Foundation

Physics · Condensed Matter

Studied physics with a focus on condensed matter at Goethe University Frankfurt — learning to think in systems, model complexity, and find structure where others see noise.

Industry

01PC

IT consulting during studies, marketing agency technical lead in Frankfurt, then founding a full-stack services company.

Specialization

Computer Science · NLP, CNN & ML

Moved into CS at Goethe University Frankfurt with a focus on NLP, machine vision, and applied ML — bridging theoretical physics intuition with practical engineering.

Research

Adversarial Automation · Platform Resilience

Deep work in adversarial automation research, anti-fraud analytics, and risk assessment — understanding how systems behave under pressure.

Founder

Bite-Finder · Medical 3D SaaS

Co-founded a patented medical dental platform — 3D mesh processing, intraoral scan analysis, infrastructure, and CCO-level leadership.

Now

QuestPipe · Building Clarity

Founding QuestPipe — an AI-assisted diagnostic platform that helps organizations stop guessing and start knowing.

Publication

2020
Social Credit Rating Contributing author — technical background and consulting for the chapter on social credit in supervisory board selection for public corporations. Published by Springer Gabler (Ed. Oliver Everling). The volume examines data-driven reputation frameworks, digital scoring, blockchain permanence, and their implications for corporate governance. ISBN 978-3-658-29653-7 · Springer Gabler, Wiesbaden

Recognition

2010
Hermann Lietz Prize for Science Topic: Planck constant (Physics) — Information as a physical quantity
04
Observations

Notes

2025

Why diagnosis before prescription matters

Most automation projects fail not because the technology is wrong, but because the problem wasn't understood first. The step before the solution is where value is created.

2025

Building for constraints, not ideals

Real systems operate under budget, latency, regulatory, and human constraints. The best architectures are shaped by them, not in spite of them.

2024

The Jevons paradox of productivity

As technology becomes cheaper and more powerful, it doesn't eliminate work — it reshapes where value is created. The bottleneck moves. Efficiency expands possibility.

05
Technical Proficiency

Stack

Languages

  • Python
  • PHP
  • JavaScript
  • Rust
  • Haskell
  • Bash
  • MySQL
  • C++

Frontend

  • Vue.js
  • Three.js
  • React
  • Nuxt.js
  • Next.js

Backend & Infra

  • Node.js
  • Laravel
  • WordPress
  • Docker
  • Terraform
  • AWS
  • Proxmox
  • Google Cloud
  • Azure
  • Kubernetes

ML & Data

  • PyTorch
  • TensorFlow
  • Keras
  • pandas
  • NumPy
  • scikit-learn
Expert Proficient Familiar
06
Let's Talk

Contact

If you need a system that has to work under real constraints —

let's talk.

Available for consulting, advisory, and selective build engagements.

Email hello@felixschatten.com LinkedIn felixschatten ↗

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