carlos M.
Senior Data Scientist
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Carlos M. is a seasoned Data Scientist with over 15 years of expertise in contact centers, financial services, and consulting industries. He has demonstrated a strong capacity to convert complex data concepts into actionable business insights, leveraging his advanced skills in statistical analysis, predictive modeling, and data visualization. Carlos excels in using technologies such as Python, R, Power BI, and SQL, effectively driving data-driven decision-making. At Lamassu Media, he spearheaded the development of predictive machine learning models and integrated Large Language Models to enhance analytics. Carlos has led successful process improvement projects incorporating Lean Six Sigma methodologies, resulting in significant operational efficiencies in his roles at Component Digital SAS and Michael Page International. He also boasts a robust academic background with a Master's in Big Data and specialized training in production management, supplemented by a Green Belt certification in Six Sigma and extensive experience in agile project management.
Experience
Data Scientist
LAMASSU MEDIA · 2024 — 2025Developed and executed predictive machine learning models while creating comprehensive data visualization dashboards that positively impacted business outcomes. Utilized Python, R, Power BI, and SQL to facilitate data-driven decision-making. Integrated Large Language Models (LLMs) via APIs to enhance analytics and automate processes.Financial Director
CB PROYECTOS SAS · 2023 — 2023Created a dynamic financial model in Excel accounting for various variables and scenarios to assess the feasibility of architectural and structural renovations for the Centro Internacional Tequendama.Process Improvement and Automation Lead
COMPONENTE DIGITAL SAS · 2021 — 2023Directed process improvement initiatives for major clients such as Banco Itaú, Fundación Amanecer, and Bancoomeva through an analysis of business metrics. Redesigned processes employing Lean Six Sigma methodologies alongside technological enablers to achieve operational efficiencies. Automated management dashboards in Power BI for Bancoomeva and Banco Itaú, enhancing reporting quality and reducing manual intervention.Lean Specialist
MICHAEL PAGE INTERNATIONAL COLOMBIA SAS · 2020 — 2021Spearheaded process improvement projects by leveraging Lean Six Sigma methodology to identify inefficiencies and devise strategic solutions. Assisted in implementing the Prometeo technology platform, automating 70% of tasks related to registering and completing stock market operations.Financial and Administrative Director
WAVE CORP S.A.S · 2016 — 2020Oversaw the management and enhancement of invoicing, supplier payment, and expense control processes. Prepared comprehensive profitability reports for various projects and clients. Developed and implemented key performance indicators (KPIs) across different business processes and departments.Operations Director
ACE SEGUROS COLOMBIA S.A. · 2013 — 2016Administered and improved processes related to policy loading, invoicing, issuance, database reconciliation, and renewals. Streamlined policy delivery times from an average of 18 days to 2 days through the implementation of an email delivery system, achieving significant cost savings. Set quantifiable objectives and KPIs for team members to ensure alignment with departmental and company goals. Created and executed management reports for diverse business lines.Process Improvement Senior Analyst
BANCO CORPBANCA · 2009 — 2013Designed and deployed a data dashboard in Excel for monitoring over 60 expense accounts, effectively preventing budget deviations totaling 15 Million USD annually. Conducted analyses to identify process inefficiencies within Fixed Income, Derivatives, and Credit Card products, leading to the implementation of process improvement initiatives that enhanced operational efficiency.Process Improvement Analyst
PRAGMA · 2007 — 2009Engaged in process improvement efforts to enhance operational workflows, utilizing data-driven insights to inform enhancements.
Skills & Expertise
Education
- Master's in Big DataUniversidad Católica Santa Teresa de Jesús de Ávila · 2022 — 2024
- Specialization in Production ManagementEscuela Colombiana de Ingeniería · 2008 — 2009
- Industrial EngineeringEscuela Colombiana de Ingeniería “Julio Garavito” · 2001 — 2007
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