Beef Cow Behaviour Prediction using Deep Learning
Using granular accelerometer data and advanced Time Series algorithms (LSTM, RNN, Transformers) to classify behaviors.
Portfolio
Highly Optimized Data Engineering Pipeline
Designing a unified pipeline to merge, clean, and prepare heterogeneous data from sensors and loggers for analysis.
Lameness Prediction using AI & Sensor Data
Employing State-of-the-Art (SOTA) machine learning algorithms on commercially created datasets to detect lameness.
NLP-Dairy: Sentiment and Strategic Insights
Leveraging Natural Language Processing to analyze consumer sentiment on whole milk and provide actionable insights for organic dairy systems.
Robotic Milking Data Analysis
Large-scale data management using cloud architectures to analyze milking data, environmental variables, and genetics.
Smart Dairy Chat Application
Research and development of an intelligent conversational agent to assist dairy management and decision-making.