Profile Details

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USD 80 /hr

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Hire Dr. Nicolas C.

Sweden

USD 80 /hr

Statistical Modeling & Optimization Expert

Profile Summary

I help clients solve complex decision-making problems (involving operational constraints and/or uncertainty), where standard approaches fall short. I first provide rigorous support in problem formulation and modeling, to establish a sound mathematical framework and ensure robust results. I then design and implement solutions, providing mathematical guarantees whenever possible: optimality proofs, confidence intervals, worst-case performance bounds, etc. My expertise is grounded in advanced training in applied mathematics (probability, statistics, and optimization), with a scientific background evidenced by 8 publications. I favor transparent, theoretically justified methods that are tailored to real project constraints, bringing reliability and methodological guarantees in contexts where approximation or black-box solutions are not acceptable. More specifically, I work on: - statistical data analysis (exploratory analysis, inference, model validation), - design of probabilistic and statistical models, - optimization problems (deterministic or stochastic) and operations research. Deliverables range from methodological audits and scientific framing, to implementation of prototypes (Python / Julia), technical reports, decision-support tools, and practically usable recommendations.

Subject Matter Expertise

• ★ Statistical Theory
• ★ Mathematical Models
• ★ Mathematical Optimization
• ☆ Industrial Operations Research
• ☆ Data Analysis
• ☆ Algorithm Design
• ☆ Predictive Modeling & Analytics
• ☆ Statistics
• ☆ Applied Statistics
• ☆ Multivariate Analysis
• ☆ Bayesian Statistics
• ☆ Mathematical Statistics
• ☆ Applied Mathematics
• ☆ Mathematics Education
• ☆ Stochastic Processes
• ☆ Game Theory
• ☆ Graph Theory
• ☆ Decision Science

Services

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing

Research Scientific and Technical Research

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-Non ML

Work Experience

Non-tenure track Assistant Professor

Université de Rennes 1

October 2023 - August 2024

Education

PhD Computer Science

IRISA Rennes

September 2020 - August 2023

Masters of Science

Ecole Normale Supérieure de Cachan - France

September 2018 - August 2019

Certifications

• Certification details not provided.