Junaid Ashraf
Researcher in Quantum Machine Learning | Quantum Reservoir Computing | AI & Mathematics
- Role
- Researcher in Quantum Machine Learning Chinar Quantum Ai at Chinar Quantum Ai
- Location
- Srinagar, IN
- LinkedIn followers
- 500 followers
Experience
Researcher in Quantum Machine Learning Chinar Quantum Ai
Dec 2024 — Present
Quantum Researcher & AI Research AnalystChinar Quantum AI | Center of Excellence (COE)PresentI work at the intersection of advanced mathematics, quantum computing, and machine learning, building real world quantum AI solutions and research frameworks.My core focus is on Quantum Reservoir Computing (QRC), Quantum Machine Learning (QML), and quantum classical hybrid systems, where I actively apply mathematical structures such as Complex Projective Geometry and Clifford Algebra to model, analyze, and optimize quantum information systems.Key Contributions and ResponsibilitiesQuantum Research and ModelingLead research on Quantum Reservoir Computing for time series forecasting and dynamical systems.Design quantum algorithms and hybrid quantum classical pipelines using deep mathematical foundations including projective geometry, spinor formalism, and Clifford algebra.Analyze quantum system dynamics, memory capacity, and model accuracy for real world predictive tasks.Quantum AI Solution DevelopmentDevelop quantum enhanced AI prototypes integrating quantum algorithms with classical machine learning workflows.Build simulation tools, visualization frameworks, and experimental pipelines in Python and Qiskit.Translate theoretical quantum models into practical software solutions.Training and Knowledge TransferServe as a Trainer for Quantum Computing and Quantum Machine Learning, mentoring students and professionals at Chinar.Design and deliver hands on training sessions, technical workshops, and educational material.Simplify complex quantum concepts into structured learning content for academic and industry audiences.Center of Excellence DevelopmentContributed to the design and structuring of the Quantum AI Center of Excellence framework.Collaborate with cross functional research teams to accelerate applied quantum research and innovation.
Education
R P SCHOOL
Matric
Central University of Kashmir, Srinagar
Bachelor's degree, Mathematics
Government Boys higher secondary school soura srinagar
11th, Mathematics and Computer Science
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.