I am an independent consultant with over a decade of AI / ML / Data Science and Software Engineering experience. I did my master's and Ph.D. from Indian Institute of Science, Bangalore and bachelor's from National Institute of Technology, Calicut. I work on projects related to generative AI, computer vision, natural language processing, tabular and time series data. I provide consulting services that broadly fall under: - developing and deploying R&D prototypes based on state of the art research publications and customising it to solve client specific requirements- identifying weaknesses of models deployed in production and methods to rectify it by working closely with domain experts and business stakeholders - improving the accuracy and robustness of models by conducting experiments in a systematic manner to identify better technical implementations and strategies for reducing data biases - assisting clients in MVP development by formulating and implementing the technical solutions for AI / ML aspects of the MVP and integrating it with the rest of the product.