Senior Data Scientist & AI Engineer • Computational Physics
About & Portfolio
This website showcases Felix's expertise and displays technical highlights. He builds production-grade software for complex physical data analysis, simulation, and ML-driven automation and including interactive web-based physics/chemistry simulations.
A Heuristic Deep-Dive: In the background of this page runs a real-time interactive system illustrating performance-oriented engineering. Built on a molecular physics model, it features low-latency rendering via a grid-based update architecture.
Explore the System: • Click the ⚙ Gear Icon to customize physics & options • Click the ? Icon for documentation & metrics •Interactive: Click/Tap anywhere to create forces
Status: Active / Live | Browser-based molecular emergence simulation.
A toolkit for geometry optimization of hetero-nanoparticles using the Keating Valence Force Field. Enables material scientists to predict structural & optical properties of core-shell nanoparticles before synthesis.
Key Features: • Configurable and automated structure generator •Interactive 3D Viewer for molecules • Optimization and Strain Charts • High-performance optimization algorithm
Status: Dev / Deploying | Python/Django backend.
Atomistic model of a CdS/ZnSe dot-in-rod hetero-nanostructure in the wurtzite crystal structure.
A multi-agent webtool configured for an autonomous software development workflow. Demonstrates how coordinated LLM agents tackle complex tasks through iterative collaboration.
A server-side diagnostic tool that deep-crawls the page. It evaluates semantic structure, keyword density, and performance metrics to assign a comprehensive SEO score. The tool flags accessibility issues like missing alt-texts, and rates correct JSON-LD schema.
An event monitoring & analytics system with local real-time state tracking and persistent storage. By using a decoupled messaging system, it listens to physics interactions in the background without slowing down the core simulation, tracking events and activities.
Status: Dev / Live | JS, zero server-side tracking.
Sample of a tracked event for uncovering 15 of the 25 organic reactions included in the engine.
Architecture & Engineering
The page relies on a hand-crafted, zero-dependency web-engine. Discover the conscious trade-offs, like why the core of the Chemical Chaos Engine is a monolithic Javascript file, in order to achieve high framerates with complex heuristic chemistry and website metrics of 0.4 s LCP and 0 ms INP, or how the custom PHP build pipeline enforces performance over conventional modularity.
Established in 2003, the ChaosScript project aimed at addressing administration tools for Counter-Strike was co-founded by dSk|Goti (Felix Sébastien) and dSk|Sien (Simon) operating from Hamburg and Munich respectively - Two decades of dedication to enhancing the Counter-Strike experience for the community - fueled by the huge initial impact of the ChaosScript for Counter-Strike: Source, that led to over 200,000 downloads.
