Systems / Applied Technology
Resume emphasizing distributed sensing, embedded systems, analytics, and technical leadership.
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.