Documented project
Codos Mobility AI, Blockchain & ESG Platform
Codos Foundation / Codos AG · Sep 2023 to Dec 2024
CTO ownership at the Codos Foundation for a privacy-preserving mobility platform: iOS and Android apps, the backend behind them including CI/CD, crypto and blockchain rewards, automated transport-mode recognition, CO₂-avoidance calculation, and enterprise Scope 3 reporting.
Leadership mandate
- →Led software development and overall technology strategy as CTO at the Codos Foundation.
- →Built and developed a multidisciplinary team spanning AI, crypto and blockchain, iOS and Android, backend including CI/CD, cloud, design, and delivery.
- →Directed platform, data, governance, security, and technology-partnership work across consumer and enterprise products, ensuring FINMA compliance and integrating KYC/AML verification flows.
Hands-on technology scope
- →Led the ML platform strategy for automatic transport-mode recognition using mobile telemetry such as GPS, velocity, and acceleration.
- →Directed the integration of iOS and Android applications, backend systems including CI/CD, privacy-preserving data handling, business dashboards, and blockchain reward flows.
- →Led the design of a Proof-of-Sustainability approach combining validated commuting data, CO₂-avoidance calculation, simulator-resistance controls, and smart-contract-based token rewards.
Selected outcomes
Transport-mode recognition
Codos publicly describes automated recognition of walking, cycling, driving, e-scooters, public transit, e-cars, and carpooling.
Public-source evidence
Internal ML performance
Achieved an F1 score of 97% for transport-mode recognition.
First-party operating data
Privacy and reporting
The platform publicly describes pseudonymised telemetry, anonymised aggregate data, and automated Scope 3 reporting for organisations.
Public-source evidence
Blockchain rewards
Codos publicly documents a non-custodial wallet, smart-contract-based Codos Tokens, and blockchain-recorded token transfers.
Public-source evidence
Reward-integrity controls
Implemented validation and anti-fraud controls intended to reduce simulator-based false mobility claims before token rewards are issued; no system should be represented as impossible to attack.
First-party operating data
Relevant executive mandates
Sources & evidence
- 1.Public CTO role: Codos Team
Codos Foundation · employer
- 2.Platform, ML, privacy, and transport modes: About Codos
Codos Foundation · employer
- 3.Public CTO statement on scaling the ML model: Codos joins NVIDIA Inception
Codos Foundation · employer
- 4.Telemetry, CO₂ calculation, wallets, and token mechanics: Codos Terms and Conditions
Codos Foundation · official record
- 5.F1 performance record: Codos internal performance record
Dr. Andree Welker · first-party disclosure
First-party executive operating record.