Building intelligent systems at the intersection of machine learning, data science, and real-world business impact. Based in the UK.
Thanks for stopping by! Here you'll find some of the things I've made and been involved in. I love all things Data Science and have a deep interest in Cosmology and Theoretical Physics.
Rapidly progressing in my knowledge of cutting-edge techniques in data science — always willing to sponge up whatever knowledge more experienced people are open to offer.
I've worked across FSI, Real Money Gaming, travel, and banking industries, bringing machine learning to real, tangible business problems.
Rishan is self-motivated and thrives to learn and share knowledge wherever he can. His continuous hunger to learn and innovative thinking by applying AI & Machine Learning to solve real-life problems will be valuable for any company he is part of.
I've rarely met someone that can grasp new concepts as quickly as Rishan. This along with his well-developed mathematical intuition made working with him a genuine pleasure.
Rishan was a core asset to the Payments Data Lab at Santander. His ability to apply advanced machine learning to applicable business problems was invaluable.
Explored how reinforcement learning works and built a Deep Q model that optimises price based on a cost-sensitive Poisson arrival distribution — a self-driven project pushing into the frontier of applied RL.
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Applying Network Science techniques to vehicular road networks to establish vulnerabilities.
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Approximating sentence matches with word-importance weighting in compressed form.
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A calendar subscription API for community events, deployed on Heroku.
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Rapidly progressing in cutting-edge data science techniques — always willing to sponge up whatever knowledge more experienced people are open to offer.