Hello, Myself, Keshav Bihani. I am a 2022 graduate of the Indian Institute of Science Education and Research, Bhopal, with a master’s degree in Electrical Engineering and Computer Science and a minor in Physics. I am interested in Machine Learning and Quantum Computing and how quantum computing can impact and improve Machine Learning tasks. Therefore, I did my master’s thesis on Quantum Machine Learning under the supervision of Dr Kuntal Roy.
I am also interested in Computational Physics and did my bachelor’s project on Simulating Fermi Acceleration in various dynamical billiards. I also have some experience in web and app development and have done a few freelancing works in the field.
Education & Training
Electrical Engineering and Computer Science
Indian Institute of Science Education and Research, Bhopal
Integrated BS-MS in Electrical Engineering and Computer Science and a minor in Physics. Did my master's thesis in Quantum Machine Learning. In the thesis, we explored and implemented various discriminative and generative machine learning algorithms and their quantum variants using python, qiskit, pennylane, tensorflow and pytorch. We also introduced a basic Quantum Variational-Autoencoder, which we tested on the MNIST dataset and the UdacitySelf Driving dataset to generate more samples. This, on further works, can be used to generate low-probability images and detect outliers in a dataset.