I am a Postdoctoral fellow at the Matter lab, working with Professor Alán Aspuru-Guzik in the Department of Computer Science and Chemistry at the University of Toronto. My research focuses on near-term quantum computing algorithms. I received my Bachelor’s degree in Telecommunications Engineering from Urmia University in Iran and my Master’s degree in Mechatronic Engineering from Politecnico di Torino in Italy. During my Ph.D., I developed distributed algorithms for the Internet of Things to optimize manufacturing processes of factories, and I believe that quantum computing will play a key role in the future of manufacturing.
My current research interests include quantum-inspired optimization, machine learning, quantum computing and computation, and quantum machine learning. I am particularly interested in applying the Variational Quantum Eigensolver (VQE) and Quantum Approximate Optimization Algorithm (QAOA) to solve complex optimization problems in the industry. In addition, I am exploring the use of quantum-inspired models to solve real-world problems in finance and machine learning.
As the computer society continues to evolve and reboot its technologies and protocols, it is crucial that we prepare our applications for quantum computing in the industry. I believe that this technology will positively impact our world by optimizing industrial processes and reducing energy consumption. Therefore, I am currently working on machine learning and optimization methods to apply quantum computing to solve some of the industry’s most challenging problems. In the future, I envision that quantum technologies will play a key role in the manufacturing industry, which will be coined Industry 5.Q. after quantum in Industry 4.0.
My Current Research Interest
- Quantum Inspire Optimization
- Machine Learning
- Quantum Computing and Computation
- Quantum Machine learning
- Internet of Things (IoT)
Applications that I am intrest:
- Drug discovery
- Finances
- Industry 4.0 (Future of Factory)
- Industrial optimizations
- Self-driving labs
- Mastering the Art of Decision-Making: A Deep Dive into Annie Duke’s ‘Thinking in Bets’
Hello everyone! I recently had the pleasure of reading “Thinking in Bets” by Annie Duke, and I must say, it was quite an enlightening experience! The book delves deeply into the realm of decision-making, offering valuable advice on how to improve this essential skill. Drawing from her background as a professional poker player, Duke provides… Read more: Mastering the Art of Decision-Making: A Deep Dive into Annie Duke’s ‘Thinking in Bets’ - What is Flask python?
Flask is a lightweight and flexible web framework for Python. It allows developers to build web applications quickly and easily, using a simple and intuitive API. Flask is designed to be easy to get started with, but powerful enough to build complex web applications. Flask provides a range of features and tools to make web… Read more: What is Flask python? - What is Industry 4.0 and the Future of the Factories (FoF)!
Throughout my PhD studies, I had the opportunity to extensively research the future of the factory, with a particular focus on the topic of Industry 4.0. This was an incredibly exciting time, and I am grateful to Professor Claudio Demartini for guiding me on this journey. In this blog post, I would like to provide… Read more: What is Industry 4.0 and the Future of the Factories (FoF)! - What is “GIGA R1 WiFi” Arduino
Arduino recently launched a new product named “GIGA R1 WiFi”, designed for ambitious makers and creators who want to take their projects to the next level. The GIGA R1 WiFi is an advanced version of the popular Mega and Due. It packs advanced features into an accessible component, making it easier for beginners and experts… Read more: What is “GIGA R1 WiFi” Arduino - What is Combinatorial Optimization?
Combinatorial optimization is a field of mathematics and computer science that focuses on finding the best solution among a finite set of possible solutions to an optimization problem. Combinatorial optimization problems often involve finding the best combination or arrangement of discrete elements or variables to optimize a particular objective function. These problems can arise in… Read more: What is Combinatorial Optimization? - What is Digital Twin
I am a fan of the Industrial Revolution and have worked in the industry since 2004. I have always been fascinated by the use of emerging technologies in industrial processes and have worked on various applications. In 2008, I even attempted to control industrial plants through the internet, though I was not familiar with the… Read more: What is Digital Twin - What is Generative Model?
A generative model is a type of machine learning model that learns to generate new data that is similar to the data it was trained on. Generative models are used in a variety of applications, including image and video synthesis, natural language processing, and speech recognition. The goal of a generative model is to learn… Read more: What is Generative Model? - What is Quantum computing?
Quantum computing is a field of computing that uses the principles of quantum mechanics to build computers that can perform certain computations much faster and more efficiently than classical computers. In classical computing, information is processed using bits, which are binary units of information that can be either 0 or 1. In quantum computing, information… Read more: What is Quantum computing? - Hyper parameter tuning
Hyperparameter tuning is the process of finding the best set of hyperparameters for a deep neural network that optimizes its performance on a given task. The optimal hyperparameters can significantly impact the accuracy, speed, and stability of the model during training and inference. There are various platforms that can help with hyperparameter tuning, including Grid… Read more: Hyper parameter tuning - How to Win Friends and Influence People
“How to Win Friends and Influence People” is a self-help book written by Dale Carnegie and first published in 1936. The book provides practical advice and techniques for building and maintaining relationships with others, improving communication skills, and gaining people’s trust and respect. The main idea behind the book is that success in life, both… Read more: How to Win Friends and Influence People