I will solve combinatorial optimization and operations research problems using python

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India

Hablo Inglés

Combinatorial Optimization, Operations Research, Predictive Modeling, Python

I specialize in Combinatorial Optimization, Operations Research, Predictive Modeling, and Python. ✔ Combinatorial Optimization: Scheduling, routing, and resource allocation. ✔ Operations Research: Ma...
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I solve complex optimization and Operations Research problems using Python, mathematical modeling, and data-driven techniques.


Combinatorial Optimization: Scheduling, routing, assignment, and resource allocation.

Operations Research: Mathematical modeling, decision analysis, and operational optimization.

Linear Programming: Objective functions, constraints, feasibility analysis, and optimal solutions.

Python Optimization: Develop algorithms, simulations, and automated optimization workflows.

Predictive Modeling: Build forecasting models using statistical analysis and machine learning.

Statistical Analysis: Regression, hypothesis testing, correlation, and data interpretation.

Algorithm Development: Design and implement efficient algorithms for complex computational problems.


Deliverables:

  • Python source code
  • Mathematical formulation
  • Optimization results and analysis
  • Visualizations and performance evaluation
  • Documentation and recommendations


Tools & Skills: Python, NumPy, Pandas, SciPy, PuLP, Pyomo, OR-Tools, Scikit-learn, Linear Programming, Integer Programming, Operations Research, Combinatorial Optimization, Predictive Modeling, and Statistical Analysis.

Experiencia:

Procesamiento de imágenes

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Clasificación

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agrupación

Lenguaje de programación:

Python

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R

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MATLAB

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SQL

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MLflow

Marcos:

Scikit-learn

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DeepPy

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Google ML Kit

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PyTorch

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Panda

API:

Microsoft Computer Vision AI

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Amazon Rekognition

Herramientas:

opencv

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OpenNN

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TensorFlow

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MLflow

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Amazon SageMaker

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