Active portfolio

Current projects in progress.

Examples across agritech robotics, environmental monitoring, and enterprise advisory.

Agritech · Overney Technologies

Real-time weed detection on tractor-mounted NVIDIA Jetson

Edge-optimized detection model that triggers localized treatment actions in real field conditions.

Technical scope

  • Low-latency inference in changing light and vibration
  • Model optimization for Jetson deployment
  • Reliable handoff from vision system to machinery controls

Operational objective

Reduce broad chemical use through precise, machine-triggered interventions.

Environment · Antarctic mission

Penguin detection from drone imagery

Collaboration with explorer Jean-Louis Etienne and Agroscope for mission-linked wildlife detection workflows.

Technical scope

  • Object detection adapted to aerial imagery
  • Data structuring for robust counting outputs
  • Operationally usable reporting for field missions

CSR contribution

Volunteering initiative supporting biodiversity monitoring and climate-relevant research programs.

Advisory · Requirements engineering

Computer-vision requirement document for enterprise procurement

Translation of business needs into measurable technical requirements for external vendor execution.

Technical scope

  • Functional and technical specification writing
  • Evaluation, integration, and deployment criteria
  • Acceptance metrics and governance structure

Operational objective

Improve vendor alignment and reduce delivery risk before build starts.

Fintech AI · Confidential company

AI tax workflow pilot for Swiss fiduciary and tax advisors

Build a service where advisors can upload full client tax-document sets and receive structured information, plus an AI agent that pre-fills data into the relevant cantonal tax software workflow.

Why pilot partners are needed

  • Access to real document structures for robust model and workflow testing
  • Validation of extraction quality and pre-fill reliability on real cases
  • Feedback to align the product with day-to-day advisor operations

Partner benefits

  • Preferential pricing for the first 5 years
  • Early access and direct influence on product direction
  • Operational time savings and faster tax-file preparation
  • Competitive edge through AI-enabled service delivery

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