Manasvi Kumar - Max-Cut with MQT-Quantum Auto Optimizer (QAOA vs Classical Baseline) | FRATCH

en
de

Recommended expert

Berlin, Germany

Experience

Aug 2025 - Sep 2025

2 months

Berlin, 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 months

Dehradun, 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 months

Dehradun, 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

Skills

Programming & Tools

Python
R
Mysql
Matlab
C++
Qiskit
Microsoft Office (Excel, Word, Powerpoint)

Specializations

Quantum Computing
Mathematical Optimization
Machine Learning
Data Analysis

Languages

Hindi

Native

English

Advanced

German

Elementary

Education

Oct 2023 - Present

Technische Universität Berlin

Master of Science · Scientific Computing · Berlin, Germany

Jul 2020 - Jun 2023

Uttaranchal University

Bachelor of Science, Honours · Mathematics · 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

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

Need a freelancer? Find your match in seconds.

Similar Freelancers

Discover other experts with similar qualifications and experience

API Development for Advanced CDS Analytics

Raghu ram Vadali

Telco Customer Churn Prediction – End-to-End ML Pipeline

Chintan Padaliya

Product Owner and Technical Product Lead

Aditya Tripathi

Forensic Accident Reconstruction Using Virtual Reality

Maria shaima Joy

Master Thesis – Research & Development

Freelancer in Data Science

Mehmet fatih Sönmez

Online Simulation Based Digital Twin Software Developer

Freelance Work

Talk - Wavefunction Reconstruction of Excitonic Edge States of Topological Molecular Aggregates using Machine Learning

Postdoctoral Researcher

External Service Provider

Douglas Norberto

Independent Data Analyst – Tech & Life Sciences

Kiran kumar Kanathala

Applied NLP: Word-Level Encoding for Smarter Event Predictions

Nonlinear and Complex Systems Analyst (Scholarship)

Robotics Compliance/Engineering Lead

Senior Data Scientist

Ursula Maria mayer

Business Mentor

Partner

Shyam sundar Rampalli

GenAI Engineer

BSc Artificial Intelligence

Cristiano Bellucci

Technology Vision Strategist

Evangelia Charvati

Postdoctoral Researcher & Data Steward

Noushiq Mohammed k a n

Projects

Working Student – Industrial Foundation Model

Policy Specialist & Analyst

Sebastian Papazoglou

Postdoctoral Research Associate

Software Engineer – Backend Development

Project Lead, Digital Transformation

Master of Engineering: Information and Electrical Engineering

AI Software Developer