Manish Kumar's Projects
My Personal Webpage
my personal exploration of utility of quantum algorithms in SNN inspired architecture
As a part of E0-213 course at IISc Bengaluru, we explored the crypt analysis of RC4. We have summarize our findings in the atttached documents.
First course on post quantum cryptography at IISc Bengaluru. It covers both public and private key cryptography assumed to safe from adversary with access to quantum machine.
This is my personal repository for E0225:Design and Analysis of Algorithms. It is a foundational course to build algorithmic thinking at Computer Science department, IISc Bengaluru.
E0: 230:Computational Method of Optimization is a course on mathematical optimization of computer science department at IISc, Bengaluru
E0224:Computational_Complexity_Theory is a course on theoretical foundation of computer science at CSA department IISc
ESC 101A: Fundamentals of Computing (C Programming Course), IIT Kanpur, 2018-19-autumn offering
As part of Optimization techniques for ML, I implemented gradient descent technique for 'Least sqaure function' as our objective function. I have supplement it with initial data visualization via correlation matrix and pairplots (via seaborn).
During my internship at TATA Elxsi, I worked on spiking neural network for neuromorphic object detection. I implemented a classical SNN on N-CARS dataset. I extended the work for a hybrid Quantum-classical SNN to see how useful Quantum VQE could be for object detection with noise augemented Neuromorphic daatset
My attempts for IBM Quantum Spring challenge 2023. The labs were dedicated to dynamic circuits and its utilities in quantum error corrections. I has the oppertunity to run my quantum circuiits on 127-qubit ibm qauntum eagle processor.
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Frequency mixer is passive device which generates new frequencies from two input signals/frequencies. It is widely used in changing the frequency range of an original signal to the desired one. It has several utilities in Quantum Technologies emerging now-a-days.
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
I delivered this talk to my colleagues at OPENDOOR. This is my attempt to explain the MEME theory with as memes as possible!!!!
Basic technique of Microwave Engineering. To get hand on experience with Vector network analyser. The second part includes the use of Directional coupler. It is electronic counter part of optical beam splitter. We have taken data and analysed them to get better insight.
We in a group of three attempted Ion_Q quantum machine learning challenge from remote mode. It was our first dedicated participation international hackathon.
This is a literature review of Multivariate quadratic based signature scheme developed by Sukamoto et.al (2011). I went through ncessary literature review to grasp the concept and make a concise report as part of assignment of course E0 213 @ IISc.
A McCullogh-Pitts Perceptron Implemented on a Quantum Computer
A collection of Jupyter notebooks developed by the community showing how to use Qiskit
For my own analysis of Qiskit original repo on Quantum Machine Learning
Self practice of lab problems of Qiskit summer school 2022
my personal undertake to understand utility of quantum algorithms in neuromorphic computing.
IISc has specially dedicated program for advanced research in Qauntum Computing and Information Theory. They invites esteemed scientist around the globe to share their research finding to the IISc community. I had the opportunity to listen some of them. I have written my interpretation for the same in my words.
Grover and simon algorithms to break FX-constuction in classical cryptography. This is my paper review project in course E0-213_Post_Qauntum-cryptography.
Quantum-inspired algorithms for Portfolio optimization
This is my personal undertake to implement quantum algorithms in my own ways. I have taken necessary inspiration from Qiskit tutorials and other sources to improve on.
This repository contains my current undergoing research works in Quantum technology. My primary interest is to know "WHY" and "WHERE" Quantum-ness can be used as a resource in computation.