Recent Projects That Drive Impact
Yield Forecasting predictions
AI-driven Yield Forecasting: Designed and implemented an experimental forecasting models system to predict fruits yield.
Plants Resources Optimizations
Implemented a full pipeline from problem scoping to models deployment to optimize light and plants irrigation to have healthy plants while reducing resources consumption.
Anomaly detection for irrigation systems
End-to-end product Anomaly detection system: Delivered a pipeline with unsupervised and supervised Deep Learning approach to detect Hardware anomalies in Irrigation Stations.
Pathogens Detection
Implemented a end-to-end pipeline for plant's health detection in leaves.
Agents, SLM and LLMs
Fine-tuning pre-trained Open Source LLMs for specialised knowledge to ensure high relevance and accuracy in model responses. Designed an Agents system from academical publications to be applied to real business problem