Systems / Applied Technology

Resume emphasizing distributed sensing, embedded systems, analytics, and technical leadership.

Systems / Applied Technology
  • embedded
  • analytics
  • geospatial
  • systems

Finlay Small

Meaford, Ontario
519-731-5590
fsmall90@gmail.com
https://www.small-solutions.ca

Experience

Avenue Intelligence | Co-Founder | Jan 2023-Present

Pedestrian Traffic Sensing & Analytics

  • Low-power sensing hardware for field deployments with weak connectivity.
  • Data architecture utilizing object-storage, ClickHouse, and DuckDB for analytical workloads.
  • Privacy-preserving firmware and communications behavior.
  • Prediction systems integrating field signals with geospatial data.

Chief Scientific Officer | Saed Technologies | Oct 2020-Present

Plant Acclimatization Systems

  • Environmental chambers with embedded control, instrumentation, and firmware.
  • Coordination of domestic and offshore manufacturing.
  • Acclimatization outcomes tuned to plant response.

Research Program Manager | Private Company | Nov 2021-Jan 2023

Genetics Facility

  • Clean plant pipeline from meristem remediation to production-scale delivery.
  • Analytical chemistry laboratory: method development, data systems, and genotype-decision workflows.
  • Technical workflows connecting experimental work and production decisions.
  • Operations management across R&D, laboratory, and production environments.

Scientist / Research Coordinator | Private Company | Nov 2019-Nov 2021

Production Decision Support

  • Data collection and dashboard systems for yield loss prevention.
  • Research trials in vertical farming and photobiology.
  • System evaluation and experimental design for production environments.

Scientist / Special Projects | Private Company | Apr 2019-Oct 2019

Plant Production Systems

  • Tissue culture media and propagation protocols.
  • Commissioning and improvement of R&D and production systems.

Technician | University of Guelph, Gosling Research Institute | Sep 2017-2019

Plant Preservation & Photobiology

  • Tissue culture laboratory commissioning.
  • LED lighting systems for photobiology research.
  • Machine learning applied to light spectrum optimization.

Technical Tools

  • C/C++, Python, R
  • Linux, NixOS, Docker, AWS
  • ClickHouse, DuckDB, PostgreSQL, InfluxDB, MongoDB
  • Grafana, Tableau, Power BI
  • PCB design (KiCad, Eagle)
  • ESP32 and low-power embedded platforms
  • Fusion 360, 3D-printed component design

Education

MSc, Plant Science
University of Guelph | 2017

Publications

  • Nesbitt, J., Small, F.A.A., Zheng, Y., Habash, M. (2022). Assessment of four biocontrol agents for their suppression of Fusarium proliferatum on Cannabis sativa plants in a soilless cultivation system.
  • Pepe, M., Hesami, M., Small, F.A.A., Jones, A.M.P. (2022). Comparative analysis of machine learning and evolutionary optimization algorithms for modeling Cannabis sativa tissue culture based on light and carbohydrate source optimization.
  • Small, F.A.A., Bray-Stone, D., Chen, X., Jones, A.M.P., Wolyn, D.J. (in progress). Micropropagation of Asparagus officinalis using a liquid culturing system.
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