Carlos Armando Buitrago Huertas Email & Phone Number

Colombia

Tocaima, Cundinamarca, Colombia

I develop, deploy, retrain and maintain Machine Learning projects supported in Azure Machine Learning and CI/CD application through GitHub Actions.I manage the life cycle of the models with mlflow and apply the best practices in responsibleAI from the Microsoft and Facebook guides.I collaborate with data engineers and development teams to integrate models into production through Azure Databricks, Azure compute clusters, and others Azure resources.

Colombia

- Coding and deploy machine learning model (propensity model in sklearn) on Azure (AZFunctions)- Coding and manage pipeline scripts in Python for SQL Databases (Postgres, SQL Server)- Coding and deploy web scraping services (Selenium, BeautifulSoup)- API consumption of preconfigured models (hugging face)- API coding in Flask and deployment in Linux virtual machines

Tocaima, Cundinamarca, Colombia

- Lead the process of construction and adoption of pipelines to manage the data obtained from the production and commercial areas.- Define and implement data collection, cleaning and management strategies. This include Apache Hadoop.- Propose, design and implement supervised and unsupervised machine learning models. Starting from data sources organized in BB.DD. relational (SQL).- Generation of reports in visualization tools (POWER BI) as well as generating action recommendations for decision making based on the results of the models.- Create scripts in Python to achieve the objectives related to the 4 previous points.- Collaborate with the production area for the construction of strategic products that are supported by the data strategy.- Work on agile methodology (SCRUM).- Work on the GIT version control system and the GitHub platform.- Collaborate in the transition of development processes to the AZURE and AWS environment.- Collaborate in the selection of talent for the IT area in relation to technical knowledge.

Tocaima, Cundinamarca, Colombia

- Lead the business modernization process, the transition to a data driven culture and the redesign of the organizational structure for this new operating model.- Planning and collaborate with the product development area in the execution of strategic projects and plans for improvement and optimization of resources.- Plan, design and manage the annual and multi-year investment plan, generating a balanced portfolio and giving priority to investments in internal business projects.- Lead the project of: analysis and adoption of crypto as part of the financial model of the business and its cash flows.- To highlight, when the administration began, the business had a debt level of over 60% and a net margin of less than 2%. In the third year, the debt was at 35% and as of the 6th year, a debt level of over 20% was maintained, a consistent and flexible financial structure, a diversified investment portfolio and an average growth of the net margin of 8%.

Yopal, Casanare, Colombia

Food preparation according to sanitary standards, costs, processes, orders, application of BPM and integrated quality systems (ISO 9001, HACCP)

Tocaima, Cundinamarca, Colombia

Events catering service specializing in roasts or grills.

Tocaima, Cundinamarca, Colombia

Chef. Production of hospital diets, personnel management, inventory management, internal -external service client, coordination and verification of records comprehensive system of quality control in production .

Girardot, Cundinamarca, Colombia

Trainee. Food production according to quality standards of the company, inventory control, registration documents quality management .

Network Management

DevNet Associate

Software Development, Sofware Engineering, Web & Mobile Apps

Continue education program by UPB, focused on learning web and mobile development with cutting-edge technologies.

Specialist In Process Engineering In Food And Biomaterials, Engineering, 4,6

Member of the R&D group CRECI Graduated with honors (degree work)

Food Engineer, Engineering, 4,3

Member of the R&D group CRECI Getting three Distinction Honors degree in specialized studies

Diplomado, Public Administration

Professional Kitchen Technician, Cooking And Gastronomy, General, 4,5

Academic awards for excellent performance