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Projects

Projects

Wet-lab and software work where I turn research into clean data, repeatable workflows, and usable systems.

EcoCoat — Bachelor thesis & ALE programme

  • ALE
  • EcoCoat
  • Reaction water

Adaptive laboratory evolution of E. coli 498 toward toxic industrial reaction water in the EcoCoat project at IMC Krems, with Kansai Helios as industry partner.

Context
Industrial reaction water from polyester resin production is currently incinerated. EcoCoat tests whether biology can treat it instead.
My role
Project intern, then scientific staff. I design and run the morbidostat experiments, build the analysis pipelines, and set up the validation assays.
Methods & tools
  • Morbidostat ALE
  • Python time-series analysis
  • Microtox bioassay (in progress)
Status
Ongoing. Thesis and validation work in progress.

Outcome: Adaptation campaigns reached concentrations up to 70% reaction water; stable tolerance and ecotoxicity validation remain ongoing.

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Concept diagram for bacterial degradation of toxic paint and resin residues in industrial reaction water.

eLabFTW setup in my laboratory group

  • eLabFTW
  • Laboratory group
  • Digital lab notebook

Consolidated 59 file-level Theraferm entries into four structured eLabFTW experiments and built an unattended API v2 migration workflow with staging, verification, and safe deletion.

Context
The lab group's digital records were scattered across Teams exports and inconsistent file structures.
My role
Designed the target eLabFTW structure and built the migration workflow for the group.
Methods & tools
  • eLabFTW API v2
  • Experiment grouping
  • Staging and verification
Status
Completed migration workflow; group rollout ongoing

Outcome: 59 file-level Theraferm entries consolidated into four structured experiments and resources.

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AI agents, automation & assisted development

  • AI agents
  • Automation
  • Assisted development

An AI-assisted workflow built on structured prompts, automation, and plan-run-verify loops, for research and personal tooling.

Context
Research and side projects generate repetitive setup, analysis, and documentation work.
My role
Designing prompt workflows and automation loops for my own research and tooling stack.
Methods & tools
  • Structured prompts
  • Agent tooling
  • Plan-run-verify loops
Status
Active personal workflow

Outcome: I use it across research, documentation, and software work to structure planning, execution, and verification.

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Second brain — PARA & AI-assisted knowledge management

  • PARA
  • Knowledge management
  • Notion

A PARA-based second brain in Notion where I capture research, notes, and decisions, and use AI to organise and retrieve them without letting it do the thinking.

Context
Coursework, thesis, and side projects generate more notes and references than I can hold in my head.
My role
I designed the PARA structure, the capture workflow, and the rules for where AI helps and where it stays out.
Methods & tools
  • Notion / PARA
  • Structured prompts & AI agents
  • Active recall
Status
Active, maintained weekly

Outcome: One system for notes, tasks, and reference material. AI handles organisation and retrieval, I keep the reading, recall, and decisions.

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Next Horizon Society — Co-Founder

  • Writing
  • Community
  • Editorial

Co-founded a community platform for evidence-based content on health, sustainability, and personal growth.

Status: Active since September 2025

Outcome: Long-form writing and editorial planning for an evidence-focused community project.

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SKYDOK — Creative Pre-Incubator

  • Pre-incubator
  • Business development
  • Drones

Developed a drone startup concept through the Creative Pre-Incubator at IMC Krems.

Status: Completed programme (2024)

Outcome: Defined startup concept and completed workshops on business development, sales strategy, and HR fundamentals.

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