Services offered

Our group actively engages with industries and offers services and expertise through consultancy and research projects. The highlight of our industry engagements is providing consultancies in the domain of process optimization using AI-based data-driven modeling. We have extensive experience with the whole machine learning pipeline, involving data-cleaning, feature engineering, predictive modeling, ensemble learning, and model interpretation with statistical analyses. Following the construction of machine learning models, we apply global optimization algorithms to obtain recommendations. Depending upon the constraints and objectives, our approach can search your parameter space, looking for the sweet spot corresponding to the optimal combination of process parameters tailored to your needs. In this context, we offer a unique combination of domain expertise in materials engineering and hands-on AI applications. 

We regularly organize workshops on various technical themes for students and working professionals. Some of our popular workshops have been aimed at sharing our experience and skills in numeric computing for engineering and basic sciences, molecular dynamics simulations, MATLAB programming, etc. Moreover, we are also open to organizing customized training sessions and workshops for the particular needs of an industry client. Our specializations involve atomistic modeling, machine learning and optimization, microstructure simulation, and numeric computing.

We occasionally engage in delivering lectures and seminars to a variety of audience spanning school students to working professionals. Such lectures cover a host of topics like career options, teaching and learning, popular science, policymaking in science and technology, etc. In case you are interested in hosting such an event, feel free to contact us.