プロフィール詳細

プロジェクトを作成

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Majdi R.に依頼

France

Expertise in Applied Probability and Statistics (with experience in Fintech and Neuroscience) | Expert in Python and SQL

プロフィール概要

Technical Skills : - Python : I used this now famous language for more than 5 years, first as a simulation tool for my Mater thesis research about 'Machine Learning methods for Option pricing'. Second, I developed Capitalab's new products with this framework (my previous company for 3 years). - SQL : database architecture (create new tables, keys, stored procedures, etc) and data mining Soft skills : - Project Management : I helped design and manage a Brexit solution for European Banks - Communication : transform business requirements into products successfully Research Projects : - MSc thesis : 'Machine Learning methods for Option Pricing' --> Use machine learning algorithms to compute stock option prices in high dimensions. - Research Project with City College of New York : 'Inference problem of integrate and fire neuron model' Education : - Probability and Statistics theory : from Lebesgue integration to statistical models - Stochastic processes : brownian motions, Ito formula, .. - Optimization : numerical methods for optimization problems - Markov Chain

専門分野

• ★ Data Visualization
• ★ Machine Learning
• ★ Mathematical Optimization
• ☆ Data Science
• ☆ Data Analysis
• ☆ Data Manipulation
• ☆ Data Mining
• ☆ Deep Learning
• ☆ Mathematical Models
• ☆ Computational Mathematics
• ☆ Stochastic Processes
• ☆ SQL
• ☆ Mathematical Finance

サービス

• Data & AI

Data & AI Statistical Analysis, Algorithm Design-Non ML, Data Visualization

職務経験

Quantitative analyst

Capitalab

8月 2016 - 7月 2019

学歴

French Engineering Degree

ENSTA Paristech

8月 2013 - 12月 2017

Master of Science in Applied Probability and stastistics

National University of Singapore

8月 2015 - 6月 2017

認定資格

• 認定資格の詳細は未入力です。