Manasvi K.
Max-Cut with MQT-Quantum Auto Optimizer (QAOA vs Classical Baseline)
Experience
Aug 2025 - Sep 2025
2 monthsBerlin, Germany
Max-Cut with MQT-Quantum Auto Optimizer (QAOA vs Classical Baseline)
Independent Project
- Formulated Max-Cut as a QUBO and implemented QAOA vs a Simulated Annealing baseline with reproducible parameter sweeps, fixed seeds, and exact checks on small graphs.
- Verified both approaches reached the known optimum on all tested instances; deeper QAOA increased runtime with limited gains on these cases.
- Tech: Python · mqt.qao · Qiskit · qiskit-algorithms · NetworkX · Matplotlib · NumPy · SymPy
Jun 2022 - Mar 2023
10 monthsDehradun, India
Review Paper
Uttaranchal University
- Authored a review paper on Digital Financial Inclusion & Artificial Intelligence in Sustainable Development Goals 8 and 9.
- Presented findings at the International Conference on Computational and Mathematical Methods in Applied Sciences (2023).
- Strengthened skills in academic research, analysis, and presentation.
Oct 2021 - Nov 2022
1 year 2 monthsDehradun, India
Research Assistant
Uttaranchal University
- Conducted research on inventory modeling under-price dependent demand with carbon emissions analysis.
- Collaborated with faculty on a peer reviewed paper presented at the International Conference on Advances in Materials for Health, Environment and Circular Economy (2022).
- Applied mathematical modeling and research writing to deliver actionable academic insights.
Berlin, Germany
Grover’s Algorithm with Unknown Solutions
Independent Project
- Implementing Grover’s algorithm in Qiskit with a focus on cases where the number of marked solutions is unknown.
- Benchmarking and validating strategies such as random-iteration and increasing-iteration approaches against theoretical predictions.
- Developing modular code structure and test framework for reproducibility.
- Tech: Python · Qiskit · NumPy · Matplotlib
Languages
Hindi
NativeEnglish
AdvancedGerman
ElementaryEducation
Oct 2023 - Present
Technische Universität Berlin
MSc, Scientific Computing · Scientific Computing · Berlin, Germany
Jul 2020 - Jun 2023
Uttaranchal University
BSc, Mathematics (Honours) · Mathematics (Honours) · Dehradun, India
Certifications & licenses
Agile Project Planning
Codecademy
Basics Of Quantum Information
IBM Quantum Learning
Comprehensive Introduction To Quantum Mechanics
Udemy
Data Analysis With Python
IBM
Data Scientist (ongoing)
Codecademy
Data Visualization With R
IBM
Effective Team Communication
Codecademy
Fundamental AI Concepts
Microsoft
Fundamentals Of Azure AI
Microsoft
Fundamentals Of Quantum Algorithms
IBM Quantum Learning
General Formulation Of Quantum Information
IBM Quantum Learning
Introduction To Generative AI
Microsoft
Introduction To Machine Learning
Microsoft
Mathematical Optimization For Business Problems
IBM
Project Management Fundamentals
IBM
Project Manager Essentials
Codecademy
Python For Data Science
IBM
Quantum Business Foundations
IBM Quantum Learning
Successful Collaboration
Codecademy
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