Diego Sabogal Data Scientist & AI Builder, Growth Analytics, ML Pipelines &

Data Scientist - FP&A & Growth Analytics

Platzi

Feb 2025 - Current (1 year 3 months)

As a Data Scientist specializing in FP&A & Growth Analytics, I designed and implemented AI-driven solutions for revenue, MRR, and billing operations, leveraging LLM-based agents (Claude, Gemini) and workflow orchestration with n8n to automate financial processes and daily reporting. I built and maintained forecasting and financial modeling pipelines using Python and SQL on GCP, integrating anomaly detection and automated data quality controls. Additionally, I designed and structured the financial data ecosystem on GCP, including data models, storage layers, and ETL/ELT pipelines for scalable and auditable finance analytics. I orchestrated and monitored end-to-end financial data workflows, implementing observability, validation, and incident

Lead Data and Automation

Epik Asociados S.A.S

Sep 2024 - Feb 2025 (6 months)

As the Lead Data and BI, I spearheaded the design and deployment of AI-driven analytics solutions, integrating advanced analytics, automation, and machine learning to provide validated, consistent, and reproducible insights for strategic decision-making. I built and orchestrated AI-powered automation workflows using tools such as n8n and LLM-based assistants (e.g., Claude) to streamline daily reporting, insight generation, and operational analytics processes. Additionally, I designed and implemented robust data quality and governance frameworks to ensure reliable inputs for AI-assisted analytics, incorporating consistency checks, anomaly detection, and data completeness monitoring. My leadership extended to the financial domain, where I led

Senior Data Analyst

Banco de Bogotá

Nov 2022 - Aug 2024 (1 year 10 months)

As a Senior Data Analyst, I built and deployed machine learning models for transaction classification, significantly improving digital funnel performance and conversion rates. I developed churn risk models across digital customer journeys, enabling early identification of drop-off risks in credit card and consumer loan flows. Additionally, I designed ensemble-based classification models to enhance predictive stability, robustness, and business interpretability. My work included implementing customer segmentation (clustering) models to optimize targeted campaigns with commercial partners, particularly in motorcycle and mobile device financing. I also designed and monitored fraud and impersonation detection models, applying anomaly detection

Senior Consultant Finance Transformation

Deloitte

Nov 2021 - Oct 2022 (1 year)

As a Senior Consultant in Finance Transformation, I designed and developed data science-driven analytical solutions using Python and SQL over large, multi-country financial datasets, identifying structural patterns, trends, and cross-market differences. I built, validated, and productionized forecasting and projection models, delivering stable and decision-ready financial outputs. My role involved translating complex financial and operational problems into scalable data products, collaborating with cross-functional and regional teams to ensure methodological alignment and reproducibility. Additionally, I designed and implemented automated data pipelines and analytical workflows on cloud platforms (GCP and Azure), improving scalability and d

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Financial Service Consultant

Rollup Consulting

Feb 2019 - Oct 2021 (2 years 9 months)

- Established the innovation department within the company, focusing on the development of budget models and comprehensive financial planning. - Formulated, executed, and tracked various projects while providing expert counseling in accounting and financial areas across different company initiatives. - Conducted thorough analysis of financial information to develop best practices, delivering added value to clients through strategic insights. - Managed the implementation of financial software solutions, including Adaptive Insights, EPM Oracle, and Modlr, ensuring seamless integration with existing systems. - Controlled and improved the organization’s innovation and marketing plans and projects, actively seeking opportunities to access ne

Expense and Investment Professional Management

BBVA

Nov 2017 - Jan 2019 (1 year 3 months)

- Optimize the operational time of the accounting and administrative processes of companies by 40%. Preparation and control of the accounts budget for the Talent & Culture area (Policies, general and public services). Manage and monitor the billing of suppliers. Analyze and report the behavior of the accounts of the Talent & Culture area (Policies, general and public services). Create an improvement project and optimization plans. Generate opportunities for improvement in accounting and administrative processes.

Independent Consultant

Vélez Ingenieros S.A.S

May 2016 - Jan 2017 (9 months)

As an Independent Consultant, I developed and advised on the implementation of the Occupational Health and Safety Management System (SG-SST), ensuring compliance with industry standards and enhancing workplace safety. I planned, managed, and controlled the resources and tasks necessary to carry out high-value projects, consistently achieving established scopes within stipulated timelines and budgets. Additionally, I provided independent financial consulting services, which included business valuations and financial statement analysis, leveraging my expertise to support data-driven financial planning for investment decisions and project feasibility assessments. My proficiency in Microsoft Excel facilitated detailed financial modeling and ana

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Independent Consultant of Financial Projects

Taller Empresarial - HH & CIA CORP. S.A.S

Apr 2016 - Dec 2019 (3 years 9 months)

- As an Independent Consultant of Financial Projects, I optimized the operational time of business valuation processes by 40%, enhancing efficiency and accuracy in financial assessments. I conducted comprehensive analyses of financial statements to prepare for project development and financial planning, ensuring that all evaluations were aligned with strategic objectives. My expertise in business valuations and financial project analysis allowed me to effectively search for investors and manage the implementation of financial software, streamlining operations across various projects. - I formulated and executed plans while conducting thorough research in secondary sources to develop studies on financial variables and trends. This included

Co-Founder

Asesores Asociados JJC S.A.S

Dec 2015 - Aug 2017 (1 year 9 months)

- impact the growth of the company with the development of resource planning and marketing strategies. Development of strategic and innovation projects. Analysis, evaluation and execution of integrated management systems and continuous improvement projects. Control and tracking of the different projects. Creation and improvement of the organization's innovation and marketing projects.

Student Internship - PACE project

Carvajal S.A.

Jul 2015 - Dec 2015 (6 months)

Leading the software training process for the live output of the project, Creation of instructions and documentation, Apply the change management process, Direct support to the management of special projects and tracking of project tasks. ERP Software implementation of different modules.

SG-SST Project Coordinator

Escuela Colombiana de Ingeniería Julio Garavito

Apr 2015 - Dec 2015 (9 months)

Planning and verification of the Occupational Health and Safety Management System (SG-SST) from the beginning of the system. Verification of audit documents.

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Marketing Assistant

Jul 2014 - Apr 2015 (10 months)

Customer service, market and advertising activities, cost analysis and process survey, confidential information management and portfolio collection.

Diego Sabogal

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Diego Sabogal