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@carlosjuarez
Data Scientist with expertise in machine learning and big data.
I am a dedicated Data Scientist with a strong background in machine learning, big data, and spatial data science. My academic journey includes a Master’s in Computer Science and ongoing studies in Mathematics, which have equipped me with the analytical skills necessary to tackle complex data challenges. I graduated Cum Laude and have consistently applied my knowledge in practical settings, developing innovative solutions that drive business insights.
In my current role as a Data Scientist Consultant at Walmart, I manage mobile data to generate actionable insights and have successfully migrated predictive models to GCP Vertex AI. My experience spans various industries, including retail and transportation, where I have designed algorithms that optimize operations and improve decision-making processes. I am passionate about leveraging data to create impactful solutions and mentoring others in the field.
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Work history, roles, and key accomplishments
WALMART
Jun 2024 - Present (1 year 5 months)
As a Data Scientist Consultant at WALMART, I manage mobile data to generate insights and reports for segmenting visits by socioeconomic level. I developed trade areas using Databricks and PySpark, retrained sales prediction models, and migrated models to GCP Vertex AI. I also conducted analysis on trade areas in Central America and automated data processing jobs.
DESCIFRA
Sep 2023 - Jun 2024 (9 months)
In my role as a Data Scientist Specialist at DESCIFRA, I designed LLMs using RAG techniques, collaborated with executives on product delivery, and developed algorithms for public transportation optimization. I also mentored interns and automated internal processes to enhance operational efficiency.
DESCIFRA
Aug 2021 - Sep 2023 (2 years 1 month)
As a Data Scientist at DESCIFRA, I managed big data from AWS and GCP, developed predictive models, and created interactive dashboards. I also designed algorithms for sales cannibalization and customer profiling, ensuring effective data utilization for business insights.
Grupo Modelo
Mar 2021 - Jun 2021 (3 months)
During my internship as a Data Scientist Jr. at Grupo Modelo, I focused on understanding business and data requirements, gathering data, and assisting in budget forecasts to support analytical initiatives.
Degrees, certifications, and relevant coursework
Bachelor of Engineering, Mathematics
2023 -
Master of Science, Computer Science
2019 - 2021
Grade: Cum Laude
Completed a Master of Science in Computer Science with a thesis focused on Multi-objective Evolutionary Design of Third Generation’s Neural Networks applied to Pattern Recognition. Graduated with honors, Cum Laude.
Bachelor of Engineering, Administrative Information Systems
2014 - 2019
Earned a Bachelor of Engineering in Administrative Information Systems with a thesis on Implementation and Analysis of Multi-objective metrics applied to the selection of population metaheuristic algorithms.
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