Quantum Computing: Consulting, Assessment, Algorithm Development

Our Quantum Assessment, Consulting and Workshop help clients get started with their Quantum Computing journey. This engagement enables clients to plan for the future and identify the relevant business problems which could be candidates for solving using a Quantum approach. Assessments are a fast way of identifying if Quantum is the relevant technology to leverage for solving a business problem and we leverage a qualitative and quantitative questionnaire-based approach for assessing the same. Workshops are week-long engagements with 4 Quantum Computing experts working closely with the client stakeholders to understand the system and data, and outcome of this exercise is a prioritized set of use cases along with recommended Quantum infrastructure to solve the problems. Quantum Consulting is a 3 weeks engagement, where we help clients evaluate their software and hardware requirements, fine tune identified use cases and set up the environment for development of the Quantum Algorithms. We provide expertise in almost all the quantum platforms available for example, annealing based systems like D-Wave, and circuit-based systems like CIRQ, Rigetti etc.

Algorithms Development and Implementation is a 2-3 months long engagement, where we bring our IP as well as customizations to solve the specific client problems. Our services are powered by our patent pending Quantum Computing framework, Energy Optimized Network (Mphasis EON). The framework overcomes the limitations of quantum computing systems not being able to work on varied input datasets. The framework consists of Quantum assisted Machine Learning, Quantum Circuit and Deep neural network layers. Mphasis EON can better represent classical data on quantum systems for predictive tasks, making quantum to handle big data effectively. EON achieves better training accuracy, optimal information representation for Quantum as well as optimal feature space preparation for Quantum predictive tasks, resulting in faster convergence with fewer qubit requirements.

Our experience in Quantum Algorithm Development and Implementation are spread across Quantum Annealing based systems, Quantum Circuit based systems as well as simulators and emulators. We have expertise in building a variety of Quantum based algorithms including Capacitated Vehicle Routing Optimization, Financial Services Portfolio selection, Financial Services Asset allocation, Supply Chain Demand Prediction, Large Scale image analytics, Graph Theory and Network Analysis, Distributed supply network optimization, Text categorization on large document corpus, Rare event classification such as Anomaly detection, Content Generative frameworks such as Natural Language Generators etc.

1. Identify if Quantum is the relevant technology to leverage for solving a business problem.

2. Identify the relevant business problems which could be candidates for solving using a Quantum approach.

3. Prioritized set of use cases along with recommended Quantum infrastructure to solve the problems.

4. Evaluate the software and hardware requirements and set up the environment for development of the Quantum Algorithms across platforms such as D-Wave, CIRQ, Rigetti etc.

5. Algorithms Development and Implementation using our patent pending framework Energy Optimized Network (Mphasis EON).

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