Data & Business Strategy · Santiago, Chile

I turn data into decisions for business.

I help mid-sized and large companies organize complex information, prioritize opportunities and turn analysis into commercial decisions. I am the bridge between the technical and the business side.

An economist's rigor · Focus on eCommerce and retail · Direct work, no layers

Clients · Experience · Education

Organizations that have trusted my work

Clients
  • PROA Consulting
  • Municipality of San Miguel
Experience
  • Santiago Chamber of Commerce
  • BICE Vida
  • Macal
  • Management Solutions
  • Ozmo Global Services (ex Octano)
  • Central Bank of Chile
  • Deloitte
Education
  • University of Chile
  • Andrés Bello University
“
Andrés has been a key collaborator in the development of PROAlab, our data analytics platform for higher education. His contribution has combined a solid economic perspective with technical skills in data modeling and visualization […] His rigor, analytical ability and strategic vision have been essential to strengthening our value proposition.
Gabriela Navarro · Executive Director, PROA Consulting (translated from Spanish)
01 // Which of these challenges are you facing?

I can help you if…

Often the problem is invisible until someone names it. Tap a challenge to see the signs and how I approach it.

01

Every area shows you different numbers and you do not know which one to trust

I organize the information and build a single source of truth everyone uses to decide.

See the signs
02

You do not know which customers, markets or categories to prioritize

I develop segmentations, benchmarks and commercial intelligence to focus resources.

See the signs
03

You have the analysis, but it does not turn into a decision

I connect data, methodology and stakeholders all the way to implementation and follow-up.

See the signs
04

Your reports depend on manual work and do not scale

I design reporting, automation and data governance that hold up over time.

See the signs

Recognize yourself in any of them? Tell me about your challenge

0years leading data, analytics and strategy projects
0of official CyberDay 2026 sales covered by the benchmark I led at the CCS
0industries: eCommerce, insurance, auctions and higher education
0point of contact: you work directly with me, no layers or intermediate teams
02 // What changes when we work together

Impact that turns into better decisions

More clarity to decideInformation organized and turned into a reading you can use right away.
Visible prioritiesEffort goes to what really drives impact for the business.
Less operational frictionAutomated processes and reporting that free up time and reduce errors.
Lasting capabilitiesTools and methodologies your team can use and improve.
03 // How to start

You do not need a big commitment to get started.

The entry point is a Diagnostic. Pick an option to see what it includes.

Reference values; final scope and price are confirmed in a written proposal.

Who do I work with? Mid-sized and large companies: eCommerce, commercial and research teams in retail, marketplaces and trade associations, and consultancies that need senior capacity. I adapt the scope to the size and stage of each organization.

04 // Self-assessment · 2 minutes

How ready is your data to decide?

Many companies think their data is fine until they measure it. Five questions: at the end you will see your level, your two main gaps and where to start.

Question 1 of 5
05 // Real cases

Featured projects

Each case shows the role I had. Click to see the challenge, the solution and the result.

Challenge

Turn information from different companies in the eCommerce ecosystem into comparable intelligence.

Solution

Design and coordination of a recurring reporting system, with methodology, data governance and vendor coordination.

Result

A market intelligence system that produces sector benchmarks, covering ~90% of the official sales reported during CyberDay 2026.

Market IntelligenceData GovernanceeCommerceStakeholder Management
Challenge

Assess the methodological consistency of an analytical model for higher education and strengthen its documentation and traceability.

Solution

Technical review of the developments, assumptions and data sources, and definition of documentation and governance criteria.

Result

A more robust methodological and documentation structure, aimed at independent reproducibility of the analyses.

Model ValidationData GovernanceReproducibility
Challenge

Turn customer information into a segmentation useful for prioritizing commercial actions.

Solution

Redesign of the approach from a behavioral perspective, defining variables and scoring criteria together with the business.

Result

An interpretable segmentation methodology, used as the basis for activations and commercial decisions.

Customer AnalyticsSegmentationScoring
Challenge

Strengthen the detection of fraud in reimbursement claims, combining transactional signals and operational criteria.

Solution

Took part in designing an analytical solution with business rules, automation and signal analysis.

Result

A structured tool to support case detection and prioritization.

Risk AnalyticsBusiness rulesAutomation

A similar challenge? Let's talk

06 // Publications

Published analysis

Studies and reports I wrote as Senior Data & Research Analyst for the eCommerce Committee of the Santiago Chamber of Commerce, plus my master's thesis. All are in Spanish.

CCS publications belong to the Santiago Chamber of Commerce and are linked on its original website.

07 // How I work

An end-to-end approach

01Understand

I map the problem, the context and the available information, focused on the expected impact.

02Design

I build the methodology, the KPIs or the solution tailored to the problem.

03Implement

I bring the solution into tools, dashboards or processes, and leave lasting capabilities.

Andrés Cubillos
08 // About me

I structure ambiguous problems and take them all the way to implementation

I hold a degree in Business and Economics (major in Economics and Finance) and a Master in Economic Analysis. I have led market intelligence, executive reporting, segmentation and applied analytics projects, bringing together technical teams, vendors and business stakeholders.

My strength is taking solutions from methodological design to implementation and executive communication. You work directly with me, with no layers or intermediate teams.

Business and Economics, Economics and Finance · Andrés Bello University
Master in Economic Analysis · University of Chile
6+ years in data, analytics and strategy
09 // Ecosystem

Three pillars that reinforce each other

01Consulting

Diagnostics, projects and advisory in data, market intelligence and strategy.

02Teaching and research

Methodological foundation: master's with thesis, teaching assistantships and workshops. Market studies with academic rigor.

03Tu Bolsillo Importa

Financial education project (in Spanish): finance, economics and current affairs, explained without jargon.

10 // Let's talk

Do you have a data, intelligence or strategy challenge?

Book a free 20-minute call to see whether the Diagnostic makes sense for your organization. I work in Spanish and English.

Let's talk