Projects
Everything I've built and studied.
Open-source products and applied research, from prototypes to peer-reviewed studies. Every card opens a full case study.
Product & Data
6 projectsProducts and tools.
Personal builds across sustainability, energy, and data.
Transformer Decarbonization Manager
AI PM & developer
Portfolio-wide transformer lifecycle simulator with Monte Carlo uncertainty and Scope 1/2/3 reporting.
CarbonTrace: ML for Scope 3 Emission Analytics
AI PM & developer
ML model estimating embodied carbon for building portfolios at ~95% accuracy, with a retrofit cost simulator.
ComfortRoom: HVAC + Energy Optimization
AI PM & developer
AI layer over HVAC setpoints that balances occupant comfort against energy use on a digital twin.
Retrofit-Recommender: Industrial Sustainability Platform
AI PM & developer
Multi-agent LLM system that diagnoses equipment anomalies and evaluates each fix for CO2e, payback, and compliance.
SustainaBit Navigator: IT Sustainability Checklist
Product lead
Hackathon-built checklist (Google Zürich, 48h) that turns vague IT sustainability goals into phase-by-phase decisions.
Sustainability Career Pathfinder 2.0
Product lead & developer
Career-matching app that scores transferable skills against a five-pillar skill graph and ranks 17 sustainability pathways with explainable scores and a 90-day plan.
Research & Consulting
8 projectsSelected case studies.
Applied research and consulting across climate, energy, and materials.
ICT, Cloud & Data Center Sustainability
Postdoctoral researcher
Created the first data center and cloud lifecycle datasets for the Swiss national LCA database.
Mine Waste as a Sustainable Resource for Facing Bricks
LCA & carbon accounting consultant (co-author)
Cradle-to-gate LCA and carbon accounting for facing bricks made with 40 wt% mine tailings, co-published in the Journal of Cleaner Production.
Environmental Sustainability of Mine Tailings Recovery: An Industrial Ecology Perspective
PhD researcher & project manager
Four-year PhD leading a 15-person team to model whether mine tailings value recovery is net-positive for the environment.
Copper Tailings Valorization in the EU: Scenarios to 2050
Lead Researcher
EU-wide prospective LCA of copper tailings reprocessing to 2050. Mineral valorization into ceramics and cement cuts about 2 Mt CO2-eq; metal recovery cuts toxicity sharply but adds energy load. Recovered metals cover about 2% of EU copper demand.
Sustainable Chemistry and Materials from Copper Tailings: A Prospective LCA
Lead author — prospective LCA & process modelling
Open-access prospective LCA of four chemical and material recovery routes for sulfidic copper tailings, saving 25–930 kg CO2-eq per tonne when all co-products are used.
Multi-Criteria Benchmarking of Waste Valorization Routes
Research intern, EDF R&D Chatou (Master's thesis)
Internship study at EDF R&D Chatou benchmarking waste-to-energy schemes against incineration and landfill on energy yield, treatment cost, material recovery, and greenhouse gases.
Waste Heat Recovery from Supermarkets for District Heating
Project researcher
Supermarket refrigeration heat recovery design for district heating networks, developed with Danfoss and Coop.
Carbon Capture & Storage: Techno-Economic Analysis
Research engineer
Techno-economic modeling of carbon capture retrofits at two Indonesian coal plants, mapping the limits of economic viability.