Param Raval

I am currently pursuing BTech in Information and Communication Technology from Ahmedabad University. I am interested in exploring various applications of Machine Learning and Deep Learning algorithms in various domains that stray away from strict theory and technical application and are move focused on the practical aspects of it in non-technical domains.

Furthermore, I have worked on projects which focus on modeling real life problems in healthcare to better understand it before designing a solution. In one of such projects, we worked on modeling the spread of Zika Virus mathematically using stochastic and deterministic approaches. In another project, we used a data driven approach to model a molecular/cellular communication system to mitigate various effects of ISI that hampers accurate transmission of messages/molecules. The application of such a system is vital in drug delivery and targeted communication of nanobots within the body.

I am eager to get more chances to apply more comprehensive and practical Machine Learning algorithms, especially in NLP and Computational Linguistics, and attempt to model, and possibly come up with a solution, for real life problems. I am inclined towards applying these in the healthcare domain and also where linguistics play a vital role.

Most of my projects have been in a team and I aim to collaborate with individuals to make the outcome even better and optimized.