Marianne Gatlabayan · AI Operations Architect · Industrial Engineer
Industrial Engineer and AI Operations Architect helping businesses automate workflows, transform data, and create reliable business intelligence systems — from strict national energy compliance data to global franchise performance metrics.
01 / Profile
Automation and programming deployed against real operational constraints — not dashboards for their own sake.
Industrial Engineer and AI Operations Architect with over a decade of experience building automated data pipelines and scalable reporting systems. Skilled in deploying enterprise AI solutions using automation and programming to eliminate manual data processing bottlenecks.
Proven ability to combine advanced scripting and agentic AI workflows with strict data governance. Specialized in transforming raw operational datasets into structured business intelligence for highly regulated industries and fast-growing global operations.
02 / Services
Automation, data engineering, business intelligence, and operational governance — delivered as working systems, not slide decks.
Remove repetitive operational work using modern AI workflows and custom integrations.
Convert fragmented data into scalable, trustworthy reporting systems.
Deliver real-time visibility through dashboards leaders can actually use.
Design systems that scale while maintaining governance and accuracy.
03 / Stack
Scripting, orchestration, BI, and governance — selected for reliability in production, not novelty.
04 / Case studies
Each engagement ends with numbers a leadership team can act on.
Rebuilt a site's technical foundation and turned crawl debt into measurable visibility gains.
Local visibility
Page 5→Page 2
Site health score
54%→88%
Core Web Vitals (3 mo)
Needs work→Good
A custom Python web app that generates content topics with AI, streamlining a digital marketing agency's content strategy workflow.
A Google Apps Script that parses information out of inbound emails and organizes it into a searchable Google Spreadsheet database.
An interactive operations dashboard turning raw call logs into an hourly demand profile leadership can filter on demand.
A single control surface for 14 concurrent projects — schedule, resourcing, budget and risk, refreshed from one dataset.
A driver-based profit and loss model for a lending operation, built so every figure traces back to an assumption rather than a hardcoded number.
A 12-month energy cost model comparing contracted rates against market supply cost, quantifying savings account by account.
Search Console evidence of a site moving from invisible to competitively ranked within a single quarter.
Average position
69.9→3.9
Local listing work tracked through to the actions that matter: calls, bookings, direction requests and site visits.
Organic social performance measured and profiled so content decisions follow the audience rather than assumptions.
A backlink portfolio broken down by link type and topical category to show where authority actually comes from.
Editorial placements secured for clients in national and industry publications, without paid placement.
01 / 12
05 / Credentials
Process engineering fundamentals paired with analytics and marketing certification.
University of Rizal System, Antipolo
Business Data, Business Accounting, Agribusiness · Average 1.2 GPA
University of Santo Tomas
Process Improvement, Operations Management, Systems Analysis
Content Marketing Institute via LinkedIn Learning
Full-funnel strategy, technical SEO, CRO, advanced marketing analytics
Certifications