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General Resume

Andrew Rocha

Data Operations & Data Quality Analyst

I make messy data trustworthy and repetitive work disappear. A data-operations specialist who pairs disciplined data entry, cleaning, validation, and QA/QC with Python automation and AI output validation — so your numbers can be trusted and your team stops doing the busywork by hand. Strong fit for low-meeting, accuracy-heavy data operations, records, compliance, claims/admissions, and AI data-quality roles. Remote · async · bilingual EN/ES.

Professional Summary

Data operations specialist who pairs disciplined data entry, cleaning, validation, analysis, and QA/QC with Python automation and AI output validation. Builds ETL data-ingestion pipelines that consolidate and reconcile records against source-of-truth data, documents repeatable SOPs, and works independently in async, low-supervision remote environments. Owner-operator of YAHWAYLOVE LLC; fluent in English and Spanish; committed to transparent, ethical automation pitched openly as an efficiency gain.

Core Skills

Data OperationsData Entry · Data Cleaning · Data Validation · Data Integrity · Quality Assurance (QA/QC) · Records Management · Data Consolidation · Spreadsheet Hygiene
Automation & AIPython Data-Ingestion Pipelines (ETL) · Workflow Automation via Scripting · AI Output Validation · AI-Assisted Records Management · Prompt Engineering · Agent Orchestration (LangGraph / Claude / Codex) · Human-in-the-Loop Review
Tools & DataSQL (Supabase / PostgreSQL) · Microsoft Excel · Microsoft Office (Word, Outlook) · Google Sheets · Google Workspace · JavaScript · CLI Tooling · REST APIs · SaaS Dashboards
Reporting & CompliancePerformance Reporting · Source-of-Truth Reconciliation · Automated Compliance Verification · Export Review · Process Documentation & SOPs
Work StyleWorks Independently with Minimal Supervision · Async Communication · Attention to Detail · Accuracy Under Repetition · Confidentiality · English/Spanish Translation

Professional Experience

Founder / Data Operations & AI Automation — YAHWAYLOVE LLC

March 2025 – Present · Fort Worth, TX / Remote

  • Engineered Python data-ingestion pipelines that consolidated exports, dashboards, and form submissions into validated records, sharply reducing manual data entry while preserving accuracy through human-in-the-loop review.
  • Built AI-assisted automation with verification-first checks that confirm every output against source-of-truth data before release, reducing downstream errors and rework.
  • Authored repeatable SOPs so recurring data tasks run independently with minimal supervision and hand off cleanly to non-technical teammates.

Data & Campaign Operations Support — 414 Creative

April 2025 – Present · Remote

  • Cleaned, validated, and reconciled Meta Ads performance data across multiple client accounts, raising data integrity for reporting and optimization.
  • Analyzed campaign data to surface targeting, trend, and reporting inconsistencies through structured QA/QC, supporting a measurable cost-per-lead improvement within 2–3 months.
  • Reconciled reported metrics against platform data and maintained clean, client-ready records for non-technical stakeholders.

See this work as a full case study — Meta Ads system →

Documentation & Records Specialist — Lake Arenal Real Estate

September 2023 – March 2024 · Nuevo Arenal, Costa Rica

  • Organized bilingual property records, listings, and media files; translated English/Spanish for clients and internal teams.

Independent Contractor — Miracle Method / Tub Done Refinishing

August 2024 – February 2025 · Orange, TX & Boca Raton, FL

  • Ran contract jobs end-to-end with accurate project records and customer details under minimal supervision.

Operations / Valet — Corinthian

May 2018 – April 2021 · Marina Del Rey, CA

  • Increased parking capacity 20% via a process redesign; recognized as Employee of the Month for reliability and consistent customer service.

Selected Projects

Career OS — Job Radar & Tailor

A Python toolkit that pulls live roles from public Greenhouse / Lever / Ashby APIs, scores and ranks them against fixed target criteria, and generates per-role gap reports — with an interactive dashboard to search, filter, track, and match. A transparent, Terms-of-Service-clean pipeline.

Self-Tracking Résumé Platform

An AI-assisted full-stack site I build and deploy myself on Cloudflare Pages: serverless JavaScript APIs, Cloudflare KV event analytics, optional Supabase / Google-Sheets forwarding, and an admin dashboard — the system serving this page.

Data Cleaning & Validation Toolkit

A stdlib-only Python pipeline that ingests messy spreadsheets, normalizes and de-duplicates records, flags inconsistencies, and emits a structured validation report — turning manual data-entry cleanup into a repeatable, auditable step.

AI Operating System

Designed a personal multi-tool AI OS — agent routing, persistent memory, and a dashboard, built AI-assisted; after an honest audit exposed a plan-heavy, ship-light gap, re-architected around verification-first protocols and phase gates.

Education

Associate of Applied Biblical Studies — Year 1 CompletedLifestyle Christianity University · 2025 – 2026

High School DiplomaFlagler High School · Pompano Beach, FL

Leadership CertificateGratitude Training · West Palm Beach, FL

Reference

References available upon request.

FAQ

What roles is Andrew Rocha looking for?

Data operations, records/QA, and data-validation roles — data entry, compliance and records processing, and AI output QA. He targets high-accuracy, low-meeting work he can run asynchronously and increasingly automate.

Is Andrew available for remote work?

Yes — remote is the arrangement, not a preference. He is based in Fort Worth, TX (US Central) and is not relocating, so he works fully remote in an async, low-meeting style, comfortable with distributed teams and written-first communication.

What tools and skills does he use for data work?

Excel and SQL for records and reporting, Python for cleaning, de-duplication, and validation, and AI-assisted workflows with human QA kept intact. He also builds small automation pipelines that remove repetitive manual steps.

Does Andrew speak Spanish?

Yes — he is fluent in Spanish and English and has processed bilingual documents and records, which suits bilingual data-entry and records roles.