Silvia Escobar
@silviaescobar1
I build data-driven business solutions using machine learning, analytics, and automation.
El SalvadorWhat I'm looking for
I've delivered data-driven operational and commercial solutions for Coca-Cola FEMSA, Kosmos, the Superintendence of Sanitary Regulation, and Datalysis Group. At Coca-Cola FEMSA, I led a consulting team developing an integrated operating-model proposal for nationwide distribution of the Ambev portfolio in Costa Rica.
At Kosmos, I analyzed sales, inventory, and operational KPIs while building Python demand-forecasting models to improve production planning. I helped reduce delivery times by 35% and stock errors by 60% through cross-functional coordination and a digital inventory control system.
I've also digitized regulatory processes with AppSheet, reducing processing and form-completion time by 30%, and developed Power BI dashboards that increased operational efficiency by 20%. My work combines Python, SQL, Azure, Snowflake, machine learning, business analysis, and dashboards to turn operational data into actionable decisions.
Experience
Work history, roles, and key accomplishments
Consulting Team Lead
Coca-Cola FEMSA
Apr 2026 - May 2026 (1 month)
Led a consulting team in a strategic project focused on the operational and commercial integration of the Ambev (AB InBev) portfolio for nationwide distribution in Costa Rica. Coordinated cross-functional analysis and developed strategic recommendations for operational alignment and market execution.
Business Analyst
Kosmos
Aug 2020 - Dec 2025 (5 years 4 months)
Analyzed sales performance, inventory trends, and operational KPIs to support business planning and strategic decision-making. Developed demand forecasting models in Python and generated business performance reports for management.
Operations Analyst
Superintendence of Sanitary Regulation
Nov 2024 - Apr 2025 (5 months)
Designed and developed an AppSheet application to digitize processes and optimize data capture and traceability. Developed Power BI dashboards to monitor KPIs and operational efficiency, improving processes through data-driven decision making.
Business Analyst
Datalysis Group
Jun 2024 - Sep 2024 (3 months)
Designed ETL-based data architectures in Azure for integrating and transforming data from enterprise systems into Snowflake. Built Power BI dashboards and analytical mockups, and researched SaaS and AI trends for automated insights generation.
Education
Degrees, certifications, and relevant coursework
INCAE Business School
Master of Business Administration, Analytics, Innovation and Technology
2025 -
Activities and societies: Strachan Fellow – Transformative leaders’ program.
Pursuing a Master's degree in Analytics, Innovation and Technology, with a focus on data-driven decision-making and digital transformation.
Higher School of Economy and Business
Bachelor of Engineering, Business Engineering
2020 - 2024
Completed a Bachelor's degree in Business Engineering, gaining a strong foundation in business analysis and data-driven decision-making.
Availability
Location
El SalvadorAuthorized to work in
Job categories
Skills
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