We help finance teams and shared-services operations run faster and cleaner — through SAP, automation, and applied data science.
Peer-reviewed IEEE author·Master's in Business Intelligence & Big Data
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.
If your finance operations are slow, error-prone, or buried in manual work, I help you fix the root cause — not just the symptoms. Here's where I create measurable value:
I redesign and standardize end-to-end finance workflows (procure-to-pay, billing, intercompany) on SAP, cutting processing time and removing bottlenecks. In one program, I brought invoice processing down from 3 days to 1.
Through master data governance, root-cause analysis, and cleaner process design, I reduce the queries and exceptions that drain your team's time. I've taken query rates from 40% down to 11%, and from 36% to 17% on high-volume accounts.
I deploy AI-enabled OCR and workflow automation so your team stops re-keying data and chasing approvals. One automation expanded data capture from 5 to 36 fields.
Using process analytics and capability planning, I find where capacity is lost and redeploy it — delivering a 20% productivity gain in two months across a 250+ person operation, freeing 10 FTEs.
I build KPI frameworks, dashboards, and predictive models (I'm a peer-reviewed IEEE author in applied machine learning) so leadership sees what's happening and what's coming next.
Not sure where the biggest opportunity is? That's often the first thing I help clients find.
Get in touchEngagements scoped to ship — not slideware. Each offer starts with the outcome you need and works backwards through process, system, and data.
SAP-based process design, standardization, and governance — including C2C/O2B workflows, master data management, UAT, data migration, and end-to-end documentation in SAP Signavio.
Best for: finance teams standardizing or migrating processes.
Discuss thisDesign and deployment of AI-enabled OCR and workflow automation to eliminate manual data entry, accelerate approvals, and scale throughput.
Best for: operations weighed down by repetitive manual work.
Discuss thisKPI frameworks, performance dashboards, root-cause analysis, and predictive modeling to turn operational data into decisions.
Best for: leaders who need visibility and forecasting.
Discuss thisPeer-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.
INCAE Business School
ENAE Business School
Universidad Nacional
CERTIPROF
Reach out directly by email or LinkedIn — I reply within two business days with whether and how I can help.