Paul Doan Resume
EDUCATION
COLUMBIA UNIVERSITY (GPA: 4.16) New York, NY
M.S in Operations Research Aug 2019 - Dec 2020 • Coursework: Statistics, Business Analytics, Data Analytics, Machine Learning, Stochastic Models
• Won the IEOR Operations Research Fellowship Award for outstanding performances
ECOLE CENTRALE DE LYON (GPA: 3.85) Lyon, FR
B.S. & M.S in Mathematics/Physics/Engineering Sep 2016 - Sep 2018 • Coursework: Analytic Mathematics, Computer Science, Optimization, Economics, Applied Physics
ACADEMIC PROJECTS
IEOR 4571, Personalization theory New York, NY
Data Scientist Sep 2019 - Dec 2019 • Developed recommender systems from scratch using Python and Spark for the Yelp and MovieLens datasets
• Explored different models from Collaborative Filtering to AutoEncoder Neural Networks
SIFOEE, Startup focused in the energy sector Lyon, FR
Data Scientist for the Business Development team Oct 2017 - Apr 2018
• Conducted a team of 8 engineering students for the optimization and the development of SIFOEE brand
• Analyzed data from Google analytics to provide insights for communication and marketing campaigns
• Developed A/B tests that led to effective increase of web traffic by 30% and decline of bounce rate by 20%
PROFESSIONAL EXPERIENCES
SITETUDES, Design and technical office Montpellier, FR Business Engineer in national civil engineering, Quality Developer Oct 2018 - Dec 2018 • Supervised teams within five design offices for the deviation of the city of Orange, FR, for a budget of 40M €
• Operated as a Consultant and Strategy Organizer for Sou Fujimoto architects
• Optimized the strategy for the internal organization which helped maximize efficiency and profitability
SITETUDES, Design and technical office Montpellier, FR Infrastructure Engineer Intern in national civil engineering May 2018 - Sept 2018 • Worked as a Technical Engineer for the bypass of the city of Nîmes, France, for a budget of 150M €
• Studied several calls for tender for various infrastructure projects
ICARE, Student society organizing art competition Lyon, FR
Founder and Communication Manager Dec 2016 - Nov 2018 • Originated the brand new ICARE student society
• Coordinated the marketing and communication campaigns, generated interest among a thousand competitors
SKILLS
Computer skills: Python (Sklearn, PySpark, TensorFlow), SQL, Tableau, Office, LaTeX, Adobe Suite, Music Production Language: French (native), Spanish (intermediate)
INTERESTS
Music: Founder, Manager and Artist in the label signed electronic music band Sense (Top 10 charts Philippines) Humanitarian: 7 humanitarian missions in Vietnam with the association Les Lampions
EDUCATION
COLUMBIA UNIVERSITY (GPA: 4.16) New York, NY
M.S in Operations Research Aug 2019 - Dec 2020 • Coursework: Statistics, Business Analytics, Data Analytics, Machine Learning, Stochastic Models
• Won the IEOR Operations Research Fellowship Award for outstanding performances
ECOLE CENTRALE DE LYON (GPA: 3.85) Lyon, FR
B.S. & M.S in Mathematics/Physics/Engineering Sep 2016 - Sep 2018 • Coursework: Analytic Mathematics, Computer Science, Optimization, Economics, Applied Physics
ACADEMIC PROJECTS
IEOR 4571, Personalization theory New York, NY
Data Scientist Sep 2019 - Dec 2019 • Developed recommender systems from scratch using Python and Spark for the Yelp and MovieLens datasets
• Explored different models from Collaborative Filtering to AutoEncoder Neural Networks
SIFOEE, Startup focused in the energy sector Lyon, FR
Data Scientist for the Business Development team Oct 2017 - Apr 2018
• Conducted a team of 8 engineering students for the optimization and the development of SIFOEE brand
• Analyzed data from Google analytics to provide insights for communication and marketing campaigns
• Developed A/B tests that led to effective increase of web traffic by 30% and decline of bounce rate by 20%
PROFESSIONAL EXPERIENCES
SITETUDES, Design and technical office Montpellier, FR Business Engineer in national civil engineering, Quality Developer Oct 2018 - Dec 2018 • Supervised teams within five design offices for the deviation of the city of Orange, FR, for a budget of 40M €
• Operated as a Consultant and Strategy Organizer for Sou Fujimoto architects
• Optimized the strategy for the internal organization which helped maximize efficiency and profitability
SITETUDES, Design and technical office Montpellier, FR Infrastructure Engineer Intern in national civil engineering May 2018 - Sept 2018 • Worked as a Technical Engineer for the bypass of the city of Nîmes, France, for a budget of 150M €
• Studied several calls for tender for various infrastructure projects
ICARE, Student society organizing art competition Lyon, FR
Founder and Communication Manager Dec 2016 - Nov 2018 • Originated the brand new ICARE student society
• Coordinated the marketing and communication campaigns, generated interest among a thousand competitors
SKILLS
Computer skills: Python (Sklearn, PySpark, TensorFlow), SQL, Tableau, Office, LaTeX, Adobe Suite, Music Production Language: French (native), Spanish (intermediate)
INTERESTS
Music: Founder, Manager and Artist in the label signed electronic music band Sense (Top 10 charts Philippines) Humanitarian: 7 humanitarian missions in Vietnam with the association Les Lampions