Portfolio

Generative AI

I have worked on a few projects which involved generative models like GANs and LLMs.

Efficient/Edge AI

Designing the whole pipeline – edge based neural network architecture, pruning and quantization techniques and automatic embedded code generation.

AI for Earth Observation

Developed standards and specifications for European Space Agency and worked on image segmentation for EO data.

Privacy Preserving ML

Pedagogic activities for companies wanting to adopt Privacy Preserving Machine Learning (PPML).

Telecom Data Analytics

Worked on telecom network data to identify anomalies and correlation between different KPIs to track the source of anomaly.

Wind Energy Analytics

Explored support vector machines for hind casting wind speed data for wind farms and created an open-source library for wind energy analysis.