Recent Projects That Drive Impact
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
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.