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Hi there šŸ‘‹

  • šŸ”­ Currently, Iā€™m doing my masters in Quantum Computing at IISc, Bengaluru.

  • šŸŒ± My current interest is in Quantum Algorithms and their applications in optimization/ML and system simulation. I also keep track of developments in Quantum (Post-Quantum) Cryptography and Quantum error corrections.

  • šŸŽÆ One of the long-term goals is to understand the power and limitations of the computational complexity class BQP, i.e., the set of problems having a polynomial time Quantum algorithm.

  • Some Open problems in Quantum Complexity theory:

    $P\neq BQP:$ It is conjecture that Quantumess add power to computation. Still, there is no formal proof for it.

    $BQP\not\subset NP$: It is conjectured that the power of Quantum Turing Machine and Non-deterministic Turing Machine are not comparable. It is known to hold true in the oracle/relativized model. Still, there is no real-world problem that is in BQP but not in NP. Any such discovery will be a breakthrough (at least twice as big as FACTORING.)

  • ā­ A part-time programmer. Trying to learn a bit of creative thinking via Dynamic Programming [šŸ˜…]. See if these codes are relevant.


  • šŸ“« Reach me at manishkumar7[at]iisc.ac.in

profile for 108_mk on Stack Exchange, a network of free, community-driven Q&A sites

Manish Kumar's Projects

asoc icon asoc

my personal exploration of utility of quantum algorithms in SNN inspired architecture

cryptanlysis_of_rc4 icon cryptanlysis_of_rc4

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.

e0-213-post_quantum_cryptography icon e0-213-post_quantum_cryptography

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.

e0-225_design_and_analysis_of_algorithms icon e0-225_design_and_analysis_of_algorithms

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.

esc101-18-19-a icon esc101-18-19-a

ESC 101A: Fundamentals of Computing (C Programming Course), IIT Kanpur, 2018-19-autumn offering

gradient_descent icon gradient_descent

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).

hybrid-quantum-claasical-snn icon hybrid-quantum-claasical-snn

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

ibm_quantum_spring_challenge_2023 icon ibm_quantum_spring_challenge_2023

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.

lab-04-frequency-mixer icon lab-04-frequency-mixer

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.

meme-theory icon meme-theory

I delivered this talk to my colleagues at OPENDOOR. This is my attempt to explain the MEME theory with as memes as possible!!!!

microwave-engineering-lab01-and-02 icon microwave-engineering-lab01-and-02

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.

mit_iquhack_2023 icon mit_iquhack_2023

We in a group of three attempted Ion_Q quantum machine learning challenge from remote mode. It was our first dedicated participation international hackathon.

multivariate_quadratic_3-pass_digital-signature icon multivariate_quadratic_3-pass_digital-signature

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.

qsnn icon qsnn

my personal undertake to understand utility of quantum algorithms in neuromorphic computing.

quant-talk-at-iisc-2022 icon quant-talk-at-iisc-2022

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.

quantum_algorithms_and_qiskit icon quantum_algorithms_and_qiskit

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.

quantum_tech_project_m_tech_iisc icon quantum_tech_project_m_tech_iisc

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.

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