Pratha-Me
I work as a Full-Stack Software developer. I graduated in Physics. I am equally fascinated by Machine Learning and Quantum Computation.
Pinned Repositories
Accounting
Spring Boot and Hibernate based project (DIT Internship)
Expressivity-Quantum-Data-encoding-Fourier-Series
This repo replicates the results and the links established between the expressivity of data encoding in a Quantum model in the terms of the Fourier series published in the article linked at https://arxiv.org/pdf/2008.08605.pdf.
ML-DNN-Perovskite-lattice-constant-prediction
This notebook predicts the three lattice constants of the Perovskite compound. Here, the anion is the Oxygen atom. The feature vector is composed of the atomic radii of two cations and the Goldschmidt tolerance factor.
QAOA-Max-Cut
QAOA is one of the flavors of VQA, and it is considered to assert so-called "Quantum Supremacy". I have implemented a Quantum circuit to solve Max-Cut problem. I have written a report of my work.
Quantum-Computing-2021
This repository contains the notebooks, slides, and miscellaneous for Quantum Computing 2021
Quantum-Error-Correction
This repo shows the introductory notion for QEC, which is a 3-qubit bit-flip code.
Simple-login-Interface-with-database-connection
A simple JavaFX program. However, it is swiftly coded.
Swap-Test
The "SWAP Test" on a single qubit and N-qubits quantum system to find suitable spherical coordinates for the parametrized circuit such that the two target qubits become identical.
Time-Evolution-in-Schrodinger-s-Picture
I used the Cranck-Nicholson Algorithm to demonstrate the time evolution of a Gaussian wave by Schrödinger's Picture in Quantum Mechanics. The system is a 1-D box with a positive potential well.
WelcomeJavaFX
The JavaFX-based project I volunteered for Bihani Tech pvt. ltd.
Pratha-Me's Repositories
Pratha-Me/QAOA-Max-Cut
QAOA is one of the flavors of VQA, and it is considered to assert so-called "Quantum Supremacy". I have implemented a Quantum circuit to solve Max-Cut problem. I have written a report of my work.
Pratha-Me/Expressivity-Quantum-Data-encoding-Fourier-Series
This repo replicates the results and the links established between the expressivity of data encoding in a Quantum model in the terms of the Fourier series published in the article linked at https://arxiv.org/pdf/2008.08605.pdf.
Pratha-Me/Time-Evolution-in-Schrodinger-s-Picture
I used the Cranck-Nicholson Algorithm to demonstrate the time evolution of a Gaussian wave by Schrödinger's Picture in Quantum Mechanics. The system is a 1-D box with a positive potential well.
Pratha-Me/ML-DNN-Perovskite-lattice-constant-prediction
This notebook predicts the three lattice constants of the Perovskite compound. Here, the anion is the Oxygen atom. The feature vector is composed of the atomic radii of two cations and the Goldschmidt tolerance factor.
Pratha-Me/Quantum-Error-Correction
This repo shows the introductory notion for QEC, which is a 3-qubit bit-flip code.
Pratha-Me/Accounting
Spring Boot and Hibernate based project (DIT Internship)
Pratha-Me/Quantum-Computing-2021
This repository contains the notebooks, slides, and miscellaneous for Quantum Computing 2021
Pratha-Me/Swap-Test
The "SWAP Test" on a single qubit and N-qubits quantum system to find suitable spherical coordinates for the parametrized circuit such that the two target qubits become identical.
Pratha-Me/Account
Spring and Hibernate Program
Pratha-Me/alpr-unconstrained
License Plate Detection and Recognition in Unconstrained Scenarios
Pratha-Me/Half-Heusler-ML
The repo contains the codebase to uncover the efficacy of Machine Learning in predicting the Lattice thermal conductivity
Pratha-Me/ibm-quantum-challenge-fall-2021
For IBM Quantum Challenge Fall 2021
Pratha-Me/Illumee
Beautiful Static Webpage built by React
Pratha-Me/LPRNET
CNN based Automatic License Plate Recognition Network
Pratha-Me/ML-DNN-Double-Perovskite-Lattice-Constant-Prediction
DNN for Linear Regression
Pratha-Me/ML-DNN-Double-Pervoskite-GB-Regression-Trees
Pratha-Me/monthly-challenges
Repository containing monthly challenges about quantum computing.
Pratha-Me/power-plant-assessment
Pratha-Me/Pratha-tk
Hello World for Mapping
Pratha-Me/qiskit-machine-learning
Quantum Machine Learning
Pratha-Me/qiskit-tutorials
A collection of Jupyter notebooks showing how to use the Qiskit SDK
Pratha-Me/quantum-neural-network
Qiskit Hackathon Korea 2021 Community Choice Award Winner : Exploring Hybrid quantum-classical Neural Networks with PyTorch and Qiskit
Pratha-Me/Regression-Task
Minimization of RMSE with feature engineering and GridSearchCV
Pratha-Me/Resume-Matcher
Resume Matcher is an open source, free tool to improve your resume. It works by using language models to compare and rank resumes with job descriptions.
Pratha-Me/Shopping-FE
React JS project. Can be used as references too.
Pratha-Me/Shopping-Reactive
My first hands on (pet) project for an e-commerce shopping website. I implemented Webflux security and reactive MongoDB
Pratha-Me/Spring-boot-and-Hibernate
Practice Repository for Java framework.
Pratha-Me/SpringBoot-MVC
spring mvc
Pratha-Me/Tutorials
Pratha-Me/YOLO_Product_Identification