AI Model Development & Optimization
Dense object detection, forecasting, anomaly detection for agriculture, life sciences, and environmental applications
Jekaterina Truskina
Applied AI & Computer Vision Engineer
for Agricultural, Life Science & Environmental Systems
PhD in Plant Biology | Computer Vision | Edge AI | Production Deployment
Designing and deploying end-to-end AI systems from model training to server integration and client interface deployment. I combine scientific rigor with engineering pragmatism to deliver robust, deployable AI solutions.
IA Integration Pipeline & Automation
Edge inference, production pipelines, automated workflows, server deployment
IA Model Adaptation for Edge
Performance tuning, INT8/FP16 quantization, ONNX, TensorRT, and OpenVINO pipelines
API Development for Client
Interactive Interface with Dashboards and Life updates
Scientific and Life Science Expertise
Plant science, microscopy imaging, experimental systems
My approach
Build AI systems that work outside the lab. From model architecture design to server deployment and API integration, I develop robust, production-ready solutions