I am a mechanical engineer with training in data science and experience in data analysis, machine learning, and performance metric optimization. Currently, I work as an account manager at Amazon Ads marketing agency, where I use data analysis to increase sales and improve the efficiency of advertising campaigns for multiple companies.…

Carlos Campos

I am a mechanical engineer with training in data science and experience in data analysis, machine learning, and performance metric optimization. Currently, I work as an account manager at Amazon Ads marketing agency, where I use data analysis to increase sales and improve the efficiency of advertising campaigns for multiple companies.…

Available to hire

I am a mechanical engineer with training in data science and experience in data analysis, machine learning, and performance metric optimization.
Currently, I work as an account manager at Amazon Ads marketing agency, where I use data analysis to increase sales and improve the efficiency of advertising campaigns for multiple companies.

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Language

English
Fluent
Spanish; Castilian
Fluent

Work Experience

Remote ML/IA Engineer at Krome Development
January 6, 2025 - July 25, 2025
Development of machine learning models for predictive analytics and optimization. Implementation of NLP tools to improve business processes. Collaboration with multidisciplinary teams to integrate data-driven solutions.
Remote Coder / AI Trainer at Outlier
January 2, 2025 - July 2, 2025
Evaluate the quality of the code generated by AI, including human-readable summaries of its thought process. Solve coding problems by writing functional, efficient code. Optimize code for maximum efficiency. Write robust test cases and legible summaries. Explain how the code solves problems and evaluate various solution approaches.
Maintenance Planner IV at Avior Airlines C.A.
May 31, 2019 - May 31, 2020
Responsibilities include planning and scheduling preventive maintenance for Avior Airlines' fleet of aircraft, as well as scheduling airworthiness directives and rotable/hard-to-replace components.
Reliability Specialist at Avior Airlines C.A.
July 14, 2021 - July 25, 2025
Analysis of operational data to improve fleet reliability. Failure data was collected, cleaned, and preprocessed. Patterns in recurring failures and critical systems are identified. Prepare technical reports and dashboards using key KPIs. Statistical analysis is applied to propose improvements in maintenance plans. Optimizing processes through predictive analysis and reducing operating costs.
Account Manager at JungleClick
July 20, 2025 - Present
I provide comprehensive management of advertising accounts on Amazon Ads. I analyze key performance metrics, such as ACoS, ROAS, CTR, CVR, and CPC, to optimize campaigns and increase sales. I coordinate with marketing teams and clients to define strategies, implement improvements, and ensure the fulfillment of commercial objectives.

Education

Mechanical Engineering at Universidad de Oriente
October 12, 2009 - August 17, 2018
Data Science at 4 Geeks Academy
July 14, 2025 - October 25, 2024

Qualifications

Add your qualifications or awards here.

Industry Experience

Media & Entertainment, Software & Internet, Professional Services, Other
    paper Genetic K-Means, A way to initialize centroids

    The K-means algorithm is a popular method of clustering data and segmenting large data sets into groups with similar characteristics. It is used in fields such as marketing, pattern recognition, and image analysis. However, it has several limitations. For example, it requires the user to predefine the number of clusters. It
    is also sensitive to initialization and has difficulty handling complex shapes and outliers. To overcome these challenges, we employ genetic algorithms in Python to enhance centroid selection and more effectively identify intricate structures within the data.