Earth Observation + harvester data for automated field management decisions. Apache Airflow, Kedro, deployment with farming partners.

Privacy auditing frameworks for ML models and LLMs. Membership inference, model inversion, healthcare AI compliance, domain-specific LLM fine-tuning.

Multimodal crop yield prediction from satellite + weather + geospatial data. Built pipelines, dashboards, and MLOps infrastructure alongside peer-reviewed research outputs.

Distributed Java EE systems for telecom within an SOA environment.