Updated on 21 September 2026
AgroAlert: Edge AI & IoT Telemetry Ecosystem for Smart Agriculture, Reforestation & Digital Twins
Software Developer at Space Teknopoli
Kayseri, Türkiye
About
AgroAlert is a deep-tech, autonomous early warning ecosystem engineered for precision agriculture, crop health monitoring, and ecological restoration. Powered by Raspberry Pi 5 hardware and Edge AI (custom YOLOv models), AgroAlert processes high-resolution visual and sensor data directly on-site (at the edge). By running local inference, it eliminates the need for constant high-bandwidth cloud connectivity, transmitting only critical risk alerts, precise GPS telemetry, and visual evidence to our NestJS cloud backend.
Currently validated and deployed in Niş, Serbia, within the framework of the Erasmus for Young Entrepreneurs (EYE) program in collaboration with regional hosts, AgroAlert extends beyond standard crop protection. It serves as a real-time data ingestion node for Ecological Digital Twins, tracking microclimate metrics, biodiversity parameters, and sapling health in reforestation sites.
Open Source Code :
https://gitlab.com/denizzhansahin/agro_alert
Linkedin : https://www.linkedin.com/feed/update/urn:li:activity:7502659544326582275/
Core Technical Capabilities:
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Edge AI & Computer Vision: Real-time on-device pest/disease detection (e.g., wheat rust, Sunn pest, forestry pathogens) using YOLOv & OpenCV.
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Modular IoT Telemetry: Multi-sensor array nodes (temperature, soil moisture, atmospheric data) connected via low-power serial/4G communication.
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Backend & Graph Architecture: NestJS framework, PostgreSQL, Redis streaming, and vector/graph database integration (Qdrant/Neo4j) for LLM-assisted regional risk reporting.
What We Offer & Consortium Goals: We offer field-tested Edge AI hardware-software integration, telemetry node deployment, and predictive data pipeline expertise. We seek to join Horizon Europe consortia as an SME/Startup technology provider in Smart Agriculture, Climate Resilience, Forestry, and Digital Twin transformation calls.
Stage
- Ideation - identifying the project idea / Concept note/ Idea
Topic
- Twin Green and Digital Transformation of Industry
Call
- HORIZON-CL4-2027-04-DIGITAL-EMERGING-06: International cooperation in AI
Type
- Partner seeks Consortium
- Partner offers specific expertise / technical solution
Organisation
Similar opportunities
Project cooperation
Seeking Horizon Europe Consortium: Edge AI & IoT Telemetry Partner for 5G, AI & AgriTech Calls
- Partner seeks Consortium
- Drafting - writing the project proposal
- Twin Green and Digital Transformation of Industry
- Partner offers specific expertise / technical solution
- HORIZON-CL4-2027-04-DIGITAL-EMERGING-06: International cooperation in AI
Denizhan Şahin
Software Developer at Space Teknopoli
Kayseri, Türkiye
Expertise
- Clean Industrial Technologies
- Digital and Enabling Technologies
- Information Science and Engineering
- Advanced Manufacturing and Materials
Zayin Krige
Founder and Principal Engineer at Apex Technology Enterprises Ltd
London, United Kingdom
Expertise
Deep-tech startup in neurosymbolic AI, knowledge graphs, digital twins
Piotr Sowiński
CTO & Co-Founder at NeverBlink
Warsaw, Poland