Open to roles · Costa Rica · Remote LATAM & US

Hi, I'm Bryan Acuña.

Automation engineer
& SaaS builder.

I lead an underwriting team at Funding Metrics. My day-to-day: find the processes worth automating, integrate AI into reporting and risk analysis, and turn ops bottlenecks into internal tools. On the side, I designed and built Nexo Barber end-to-end: a multi-tenant SaaS for barbershops, live in production.

0yrs

Fintech underwriting + automation

0

SaaS shipped to production

Lead

Underwriting team @ Funding Metrics

01. Featured work

Other projects

View Corporate Vacation Tracker
Vacation Tracker web app showing a team availability calendar.

Internal tool · React + Google Apps Script

Corporate Vacation Tracker

Serverless SPA that centralizes PTO requests, enforces blackout periods, and syncs approvals to Google Calendar. Replaced manual email chains.

  • React 18
  • Google Apps Script
  • Google Sheets
View project
View SQL Data Warehouse
Medallion architecture diagram with Bronze, Silver, and Gold data layers.

Personal project · Medallion architecture

SQL Data Warehouse

End-to-end data warehouse following Bronze, Silver, and Gold layer separation. Cleaning, modeling, and analytics on top of SQL Server.

  • SQL Server
  • T-SQL
  • ETL
  • Star schema
View project

02. Analytics dashboards

Selected Tableau public projects, designed for non-technical stakeholders to diagnose performance without asking the analyst.

View HR Workforce Dashboard
HR Summary dashboard with workforce, demographics, and income views.

Tableau Public

HR Workforce Dashboard

Three coordinated views: workforce overview, demographics, and income analysis. Cross-filtered, drill-down from KPIs to employee records.

View project
View Sales & Customer Dashboard
Sales dashboard with year-over-year revenue, profit, and retention KPIs.

Tableau Public

Sales & Customer Dashboard

Year-over-year sales and customer retention with seasonal trend isolation. Category and region filters, weekly profit averages.

View project

03. About

I work the gap between business operations and engineering. The first half of my career was underwriting and data quality: finding where the numbers do not add up. The second half added the engineering side: when standard tools could not fix the problem, I started building tools that could.

Today I supervise underwriting and reporting at Funding Metrics, automating validation pipelines and dashboards in SQL, Power BI, and Tableau. On the side, I design, build, and operate Nexo Barber, a multi-tenant SaaS for barbershops shipped end-to-end in Next.js and Supabase.

I bring the risk discipline of an underwriter and the product mindset of a builder. I am fastest when those two collide: validation-heavy data work, operational analytics, internal tooling, and product engineering for fintech-adjacent systems.

04. What I do

01

Data engineering & analytics

SQL-first work, from raw bank statement and Salesforce data to dashboards senior management actually opens. Window functions, validation pipelines, risk pattern detection.

SQL · Python · pandas · Power BI · Tableau · Excel + VBA · Salesforce

02

Product engineering

Full-stack TypeScript on Next.js 16 and React 19, backed by PostgreSQL via Supabase. Multi-tenant architecture with Row-Level Security, real-time channels, PWA. Mobile-first design system. Deployed on Vercel, observed with Sentry.

TypeScript · Next.js 16 · React 19 · PostgreSQL · Supabase · TailwindCSS · Framer Motion · Vercel · Sentry

03

Operational automation

When standard tools cannot fix the problem, I build the tool that does. Google Apps Script for serverless internal tools, Excel macros for the recurring stuff, prompt engineering for the AI-shaped parts of the job.

Google Apps Script · Excel macros · AI / prompt engineering · Process design

04

Underwriting & risk

Nine years of merchant cash advance underwriting. Bank statement analysis, ACH and NSF pattern reading, fraud indicator detection, pre-approval logic. The lens I bring to every product decision: assume a hostile actor on the other side of the form.

MCA underwriting · Bank statement analysis · Fraud detection · Pre-approval logic

05. Experience

  1. Underwriting Supervisor & Data Analyst

    Funding Metrics Sep 2021–Present

    • Built automated Tableau and Power BI dashboards consumed by senior management for real-time decision-making.
    • Aligned Salesforce data with BI dashboards to improve revenue recognition transparency.
    • Documented and escalated recurring data-quality issues through internal remediation protocols.
    • Automated underwriting and reporting workflows in Excel, VBA, and Google Sheets. Increased team efficiency by ~25%.
  2. Underwriter & Analyst

    Funding Metrics Jun 2018–Sep 2021

    • Led full underwriting for business cash advances. Analyzed financial statements, bank deposits, and credit data.
    • Strengthened fraud detection by ~25% through risk-pattern analysis and document-integrity checks.
    • Built pre-approval pipelines that streamlined the offer-generation cycle.
  3. Bank Analyst

    Funding Metrics Jun 2017–Jun 2018

    • Evaluated merchant cash flow, ACH activity, NSF frequency, and seasonality patterns.
    • Detected fraud indicators in statement formatting, deposit sequences, and balance mismatches.

06. Education & certifications

Universidad Hispanoamericana, Business Administration (2015–2016, Costa Rica).

  • SQL Total 2025
  • SQL desde cero a experto 2025
  • Tableau para Visualización de Datos 2024–25
  • Visualización de Datos para BI 2024–25
  • Python TOTAL: Data Science & ML 2024
  • Power BI 2024
  • Excel Intermedio-Avanzado 2024
  • Git Bootcamp 2024
  • CISCO CCNA 2023

07. Get in touch

Best for reaching me: email or LinkedIn. Replies within 1 to 2 business days.

Based in Costa Rica (UTC-6) · Open to remote roles across LATAM and US