Kedge

Research positions

My Professional background

My research

Very challenging:

• Large-scale optimization problems
• All parameters are uncertain
• Limited information on uncertainty
• Stochastic programming is very sensitive to distribution assumptions (strategic decisions and out-of-sample performances)

Ongoing supervisions on "sustainable SC / Analytics"

• Esnil Guevara (PhD student): Machine learning, Distributionally RO, SDDP for the long-term supply of energy.
• Arturo Fuentes (Master thesis): Supply of energy under uncertainty (LDR RO)
• Agustín Letelier (Master thesis): Climate change analytics on the supply of hydroelectricity (using climate simulations)
• Agustín Ferrada (Master thesis): Construction of heating demand curves from historical data
• Luis Poblete (Master thesis): Statistical emulation for optimizing energy policies

My Research

Other ongoing Research

• HEC Montreal: Smart grid, big data and mean field game
• Qatar University: meta-modeling of macro economic model for climate change
• EPFL: Macroeconomic analysis of the Chilean climate commitments

OR and Analytics: Math. Prog. (A), Operations Res. (A*), EJOR (A), ANOR (B), DGAA (B), Tran Sci (B) etc.

Energy supply: Applied Energy, climate Policy (B), ENMO (B), ERE(B), etc.

Google Scholar

h-index 16

i10-index 20

My teaching

Operations management: flow process, inventory, revenue management, demand forecasting and logistics (undergraduate).

Data science: Machine learning, decision tree, LR, SVM, Overfitting, crossvalidation, etc. (undergraduate and graduate) -> Rapidminer

My Teaching

Excecutive MBA - Compete from the operations

Cases discussion (Zara, Walmart, Amazon, Starbuck, etc.) and Games (process, inventory, etc.).

Operations management, Supply chain, Machine learning

In English

and

Spanish

My philosophy

Highlight business interest (news, cases, etc.)

Balance theory / practice / discussion of cases

Balance individual / group activities

Balance presential / homeworks

Interactive / learning by doing / games / role-playing game

Business Analytics

Academic director

Business Analytics

Committee member of the Master program MIIIO (Magister en Ingenieria Industrial e Investigacion

de Operaciones)

Collaborations with MOSI

Uni. de Bordeaux / INRIA

Data Science course

MBA

?

Submission H2020

Horizon Europe

Projects with companies, public organizations

?

Decision under uncertainty

HDR

Supply Chain course

Supply Chain 4.0

Sustainable Supply Chain

Financements ANR