Available for new projects

Finance transformation & SAP deployment. Data analytics & process automation at global scale.

I help global shared-services and finance teams make their end-to-end processes faster, cleaner, and more reliable — through SAP, automation, and applied data science.

Peer-reviewed IEEE author·Master's in Business Intelligence & Big Data

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Years Experience
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Productivity Gain Delivered
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Faster Invoice Processing
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Person Operations Optimized
About

Bridging finance, technology, and operations at global scale.

I'm a finance transformation and operations professional with 6+ years across global shared services, working at the intersection of finance, technology, and operations.

My work blends SAP-based finance process deployment — C2C/O2B, master data governance, UAT, data migration, and process documentation in SAP Signavio — with data analytics and intelligent automation built to cut cycle times and surface root causes.

I hold a Master's in Business Intelligence & Big Data and an AI for Digital Business specialization from INCAE, and I'm a peer-reviewed IEEE author in applied machine learning.

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Services

Consulting offers built around measurable outcomes.

Engagements scoped to ship — not slideware. Each offer starts with the outcome you need and works backwards through process, system, and data.

Finance Process Transformation

SAP process design, standardization, governance, and end-to-end documentation in SAP Signavio — built for global shared-service operations.

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Intelligent Automation

AI-enabled OCR and customized workflow automation to cut processing time and remove manual effort across high-volume finance operations.

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Data & Process Analytics

Predictive modeling, root-cause analysis, KPI frameworks, and performance optimization for operations that need to scale without adding headcount.

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Case Studies

Evidence of impact across automation, operations, and analytics.

Automation · OCR
67%faster processing

AI-Powered Invoice Automation

Challenge
Manual invoice handling limited to 5 extracted fields, 3-day processing, and 40% query rate.
Action
Deployed AI-driven OCR with workflow rules; expanded extraction to 36 fields and re-engineered exception handling.
Result
Processing time cut from 3 days to 1, query rate reduced from 40% to 11%.
Operations · 250+ FTEs
+20%productivity gain

Operational Productivity Turnaround

Challenge
A 250+ person operation with flat throughput and limited visibility into the drivers of inefficiency.
Action
Launched 18 targeted initiatives across process, tooling, and team rituals over a two-month sprint.
Result
20% productivity improvement, enabling redeployment of 10 FTEs to higher-value work.
Root-Cause Analytics
−50%vendor queries

Vendor Query Reduction

Challenge
Persistently high vendor query rates on key accounts driving rework and tense supplier relationships.
Action
Ran root-cause analysis on query taxonomy and upstream master-data quality; fixed the top contributors.
Result
Query rates dropped from 36% → 17% and 27% → 9% on the targeted accounts.
IEEE · Peer-Reviewed Publication

"Predicting the Incidence of Dengue in Costa Rica Using a Decision Tree Model Based on Climatic and Socioeconomic Variables."

Publisher: IEEE, 2022Author: Álvaro Soto B.

Peer-reviewed IEEE publication applying machine learning to predict disease incidence from complex, multi-source climatic and socioeconomic data — demonstrating end-to-end predictive modeling on real-world datasets.

Same applied rigor I bring to enterprise finance data: clean pipelines, defensible features, and models that hold up outside the training set.

[04]Experience

A track record across global finance operations.

  1. 2025 — Present

    Finance Process & Digital Transformation Expert

    Publicis Global Delivery
  2. 2023 — 2024

    Finance Operations Team Lead

    Publicis Re:Sources
  3. 2022 — 2023

    Business Intelligence & Process Analytics Lead

    Publicis Re:Sources
  4. 2019 — 2022

    Financial Accountant

    Publicis Re:Sources
  5. 2017 — 2019

    Senior Business Analyst

    IBM
[05]Skills & Tools

The stack I use to ship results.

ERP & Process

SAPSAP SignavioMaster Data GovernanceUATData Migration

Automation & AI

UiPathAzure OCRWorkflow Automation

Analytics & Data

PythonRKNIMEAdvanced Excel

Methodologies

AgileKanban
[06]Certifications & Education

Formal grounding in business intelligence and applied AI.

AI for Digital Business — Specialization

INCAE Business School

Master in Business Intelligence & Big Data

ENAE Business School

BBA + Risk Management Specialization

Universidad Nacional

Agile & Kanban Certifications

CERTIPROF

[07]Get in touch

Let's transform your finance operations.

Reach out directly by email or LinkedIn — I reply within two business days with whether and how I can help.