Research implementation for ALEE (Adaptive Learning in Economics Education) Lab | K-Laut

Tech: DSPy, Python, OLLAMA, Pydantic, FastAPI, ROCm

Time: Q3 2025

The system implements a three-layered educational architecture with single-pass processing: Caller -> | Orchestrator → Dedicated data backed generator -> Parallel Expert Validators -> Refinement Consensus | -> Callback and Result Save.

The architecture utilizes language model coordination to replace iterative validation cycles with refining single-pass expert consensus.

Implementation features include declarative processing modules with external prompt construction (prompt_builder.py) adapting to request parameters, type safety through validation schemas (Pydantic [2]), and comprehensive educational pipeline tracking (Result_Manager.py).

Implementation roles:
- Educational parameters aggregation, Prompt planning and modelling: K-Laut
- System architecture, PYdantic forms, software modules and DSPy implementation: mklemmingen

Part of ALEE research project: Adaptive Learning in Economics Education

GitHub Repository OLLAMA local LLM server Leibniz-Institut für Wissensmedien University of Tübingen

🌐 GNU GENERAL PUBLIC LICENSE

Tech: Grub

Time: Q3 2025

minimal modern design for grub showcasing backgrounds with beautiful patterns from a lot of fields of research and development

GitHub Repo abstract vector topographic mountian image representing gelogical science meeting sleek modern design. from vecteezy.

✅ Finished and in Production/Archive

🌐 AGPL-3.0 License

Tech: TensorflowJs, Typescript, Javascript, React Native, Expo, SQL, Firebase, Relational Databasing, Computer Vision, Batch Scripts, Android and Ios Building

Time: Q2-Q3 2025

Mobile app to live-camera-feed identify birds, computed completly local, archive sightings, identify on picture & sounds after the fact, synchronise logs and display visually. Uses a mix of wrapping mobile object detection and classification with converted open-source models. Optionally syncs to firestore with authentication and DSGVO-conformity.

GitHub Repo gif of working LogChirpy Object Detection and Classification svg logo of reutlingen university

✅ Finished and in Production/Archive

All Rights included, Property of github.com/Wumbatz

Tech: React, Typescript, Tailwind, serer-side-rendering architecture

Time: Q3 2025

Portfolio and CV website with the technological framework for a bachelor thesis on Human Resource Automation Evaluation Tooling for Wambutz @ David Dronia

https://daviddronia.vercel.app/

GitHub Repo

The following link is an endresult of the tool that creates, dynamically from a .csv on server-side so the non-technical customer can change questions and logic on the go, the complete questionaire with complex weighted calculation logic, creates a spider diagram, and asks a HuggingFace instance to natural language process the results into a suggestion (as a fun gimmick):

https://daviddronia.vercel.app/projects/process-automation/results?session=session_1754056560579_fcv7hceeb

gif of the CV website I built logo of the cologne university of applied sciences logo of DHL, the business partner of the customer

✅ Finished and in Production/Archive

All rights included with BetterCallPaul and Bogenliga Deutschland

Tech: Spring Boot, Java, REST APIs, Typescript

Time: Q2-Q3 2025

Module for app.bogenliga.de in existing Front- and Backend to facilitate a fully digital passe entry in official archery tournaments by leveraging state machines, admin oversight, and backend-controlled frontend servicing.

GitHub Repo GitHub Repo state machine of the digital schusszettel svg logo of the cooperation company svg logo of the bogenliga svg logo of reutlingen university

✅ Finished and in Production/Archive

🌐 AGPL-3.0 License

Tech: C++

Time: Q2 2025

Microcontroller board equipped with a gas meter, temperature/humidity sensor, microphone, display, and LED strip. Using sensor data to generate randomness, visualizes it with colors on the LED strip, and outputs a random long unsigned integer via its serial interface, which can be read in to try to get close to true randomness.

Though to the analog data (0-1023) of the microphone and the gas sensor, and the patterned fluctuations it thereby experiences, I suggest testing it out first on any new system to determine the amount of actual entropy achievable in your environment.

GitHub Repo gif of working Entropy Visualization

🔄 Ongoing Development

🌐 AGPL-3.0 License

Tech: Python, QGIS

Time: Q2 2025

Scans incoming messages in Telegram groups for Ukrainian air alarms, extracting location data of UAVs, missiles, and planes. Adds a red marker to the map in QGIS, which turns white after some time and eventually disappears.

Created since I had a hard time keeping up with translating and typing in the translated location to unsecure map-services. This saves time and stays completly local after receiving the telegram information.

GitHub Repo png of a QGIS user interface with the ukraine map highlighted

✅ Finished and in Production/Archive

🌐 AGPL-2.0 License

Tech: Python, lots of Python

Time: Q2Q32025

M.A.S.K. (Machine-Learning Assisted Skeleton Kinect Tracking) is a system for threshold-based pose and 2D position recognition in TouchDesigner using a Kinect V2 camera and MediaPipe. By integrating advanced machine learning models, M.A.S.K. significantly enhances skeleton tracking compared to traditional Kinect nodes. It features a MediaPipe pipeline that extracts and processes skeleton data for real-time visualization, threshold analysis, and coordinate system integration. Embedded Python scripts enable distance and angle calculations to drive TouchDesigner nodes, allowing for responsive body-relative visuals—ideal for dance or performance setups. Designed as part of a student project at Filmakademie Ludwigsburg, M.A.S.K. targets applications in interactive media and performance art.

Link zur Präsentation des Projekts: https://www.youtube.com/watch?v=2jvziSgExTw

Designed for triggering subroutines while tracking in a light-noisy environment with relatively fast-moving bodies

GitHub Repo png of a skeletan with nodes svg logo of the cooperation hochschule svg logo of reutlingen university

✅ Finished and in Production/Archive

🌐 AGPL-3.0 License

Tech: Javascript

Time: Q12025

Automates the organization of files into structured directories based on their creation dates and file types. (processes files, determines their creation dates using EXIF metadata or file system dates, and moves them to appropriate year, month (, datatype) directories)

Designed as a tool in data recovery and long-term storage to sort files for quick look-up and memory preservation. Uses backups and hash-checks to make sure no corruption appeared though to software layer errors.

GitHub Repo gif showing sorting of files in an old office

✅ Finished and in Production/Archive

📜 MIT License

Tech: R, HTML, CSS, Markdown

Time: Q12025

R-script that, when run, opens a localhosted browser to learn statistical approaches in data sciences through a self-collected dataset interacting with local R-tools.

Designed as a way to learn fundamental data science stuff more or less visually pleasing.

GitHub Repo Image showing a hypothese test svg logo of reutlingen university

✅ Finished and in Production/Archive

🌐 AGPL-3.0 License

Tech: TouchDesigner, DaVinci Resolve, Python, Arduino C++

Time: Q1 2025

270° interactive digital art project to experience a life's musical emotions through memories of birthdays.

GitHub Repo Youtube: Trailer zur Installation (Click me :>) svg logo of reutlingen university

✅ Finished and in Production/Archive

📜 MIT License

Tech: FIGMA, HTML

Time: Q1 2025

Infotainment system design for a family outdoor car, with improved machine control and entertainment.

GitHub Repo Outdoor Infotainment System svg logo of reutlingen university

✅ Finished and in Production/Archive

🌐 AGPL-3.0 License

Tech: NextJS, React, SQLite

Time: Q4 2024

Website to learn sustainable cat owning. Visit here

GitHub Repo

KatzenKaffee Click Me
(Q1 2025)

KatzenKaffee svg logo of reutlingen university

✅ Finished and in Production/Archive

🌐 AGPL-3.0 License

Tech: Java, LibGDX

Time: Q3 2024

GitHub Repo BoardGame Framework Image svg logo of the ministerium für wissenschaft bildung und kunst baden-württemberg

✅ Finished and in Production/Archive

🌐 AGPL-3.0 License

Tech: Java, LibGDX

Time: Q3 2024

GitHub Repo BoardGame Framework Image svg logo of the ministerium für wissenschaft bildung und kunst baden-württemberg

✅ Finished and in Production/Archive

🌐 AGPL-3.0 License

Tech: Java, LibGDX

Time: Q3 2024

GitHub Repo BoardGame Framework Image svg logo of the ministerium für wissenschaft bildung und kunst baden-württemberg

✅ Finished and in Production/Archive

🌐 AGPL-3.0 License

Tech: HTML, CSS

Time: Q3 2024

Quick, short, and easy tutorial on how to create dynamic animated logos with CSS.

GitHub Repo

✅ Finished and in Production/Archive

📜 MIT License

Tech: C++, C#, Java, Python

• Levenshtein Distance Corruption-Restorer (C++)
• Producer-Consumer-Problem Displayer via AWT (Java)
• Function Graph Display (Python with Tkinter)
• PGM Filter Operations with Custom Canvasing Display

GitHub Repo svg logo of reutlingen university

🟡 Finished, Standing by for Issue Creations

🌐 AGPL-3.0 License

Tech: Java, libGDX

Time: Q3 2023 - Q1 2024

Military-Pixel Pieces with Health and complex relations fight it out on the modern chess board. Features 3 different bot modes, challenge modes, multiple team colors, and music by Artist Wambutz.

GitHub Repo GitHub Repo

Boom Chess
(Q1 2024)

svg logo of reutlingen university

✅ Finished and in Production/Archive

🌐 AGPL-3.0 License

Tech: Java, libGDX

Time: Q4 2023

The oldest known board game, re-created as a speedrun challenge with the libGDX Framework.

GitHub Repo

✅ Finished and in Production/Archive

🌍 Creative Commons Zero Universal (CC0)

Tech: Unreal Engine 4, C++

Time: Q4 2023

Adds team features to the multiplayer - no cooldown on team money transfer. A simple Unreal Engine 4 asset overwrite.

GitHub Repo

✅ Finished and in Production/Archive

🌍 Creative Commons Zero Universal (CC0)

Tech: Python

Time: Q2 2023

A randomly generated 3D maze-solving game with a space mouse searching for cheese.

GitHub Repo gif showing the maze solving space mouse in action.

✅ Finished and in Production/Archive

🔓 The Unlicense

Tech: Python

Time: Q2 2023

A complex word-guessing game using datasets and hash maps to calculate the most likely word.

GitHub Repo svg logo of reutlingen university

🔄 Ongoing Develoment

🔓 The Unlicense

Tech: Plain text

Time: Ongoing

A community-fed Pi-hole blocklist of websites that make use of AI-generation for their unoriginal articles—just to save bucks on human labor—ultimately draining the soul from journalism and the internet.

GitHub Repo