Systems architect for operational AI products
I sit between business operators, data teams, engineering, and leadership to translate fragmented workflows into trusted decision systems people actually use.
Decision system principle
Deterministic logic calculates. AI interprets. Humans decide. Feedback measures whether the decision worked.
Trusted by industry leaders
Product, operations, and data — built in the field, across five countries and three continents.
Born in Venezuela, I've lived and worked across 5 countries on 3 continents — Brazil, Mexico, England, France, and the US. Degrees in Economics and Product Management, an Executive MBA in progress, and fluency in Spanish, Portuguese, and English. I turn complexity into clarity for teams that don't have time for theory.
My career sits at the intersection of product, operations, and data. As co-founder of SourceMate and Sr.Product Manager/ Systems Architect at MEGO, I design the systems that replace spreadsheet archaeology with decisions people trust and then measure whether those decisions actually paid off.
Key milestones
Economics Degree
UCCS
Product Management Cert
UT Austin
Co-founded SourceMate
Consulting Firm
Executive MBA
Quantic School
Capabilities
End-to-end ownership from concept to adoption: ERP systems handling thousands of transactions, analytics surfaces tracking 30+ KPIs, and platforms used daily by real teams.
Hands-on builder in Quickbase, Lovable, and Supabase. Ships working systems fast without giving up structure, auditability, or scale.
Unifies fragmented sources — ERP, QuickBooks, Shopify, 3PL, CRM — into trusted models that cut reporting time in half.
Scaled operations across 5 countries and 3 continents. Managed 40+ LATAM accounts worth $220K+ MRR and drove 25% regional growth.
Designs AI layers that explain exceptions in process context, so recommendations turn into decisions instead of another ignored dashboard.
Track record
2023 — Present
Own the full product lifecycle as a one-person team: custom ERP, quoting, sales, finance, logistics, and operations tooling.
2023 — Present
Help SMEs and early-stage startups stand up operations, BI, and go-to-market systems without in-house data staffing.
2022 — 2023
Directed 40+ LATAM accounts and 125,000+ units delivered; negotiated vendor contracts that lifted regional revenue 25%.
2022
Managed 62 accounts totaling $220K MRR with >90% retention and 83% CSAT; grew revenue 12% through upsell and automation.
2018 — 2021
Ran Meta's LATAM Ads accounting operations across Argentina, Brazil, and Chile; recovered $100K through reconciliations.
2017 — 2018
Analyzed Meta P2P transactions for fraud; cut false positives 20% and built trend reporting for global risk teams.
2016 — 2017
Curated and validated Apple Maps datasets across international markets to improve real-time product reliability.
Education
Quantic School of Business and Technology
2025 — 2026
The University of Texas at Austin
2023
University of Colorado
2012 — 2016
Operating principles
Architecture, data models, and applied AI.
Every system below can be interrogated directly — .
Shippers Solutions needed clearer visibility into margin leakage, pricing drift, customer behavior, order cadence, and inventory return. The business had data, but the real problem was converting that data into trusted decisions sales and operations teams could act on.
People now work across five or six AI tools — Telegram, Claude, ChatGPT, Cursor, n8n, their own console — and every one of them starts from zero. Context, decisions and spend are fragmented across windows, and nothing about what the model was told or what it cost is auditable after the fact.
MEGO had fragmented operational workflows across QuickBooks, CONTPAQi, spreadsheets, RFQs, POs, inventory, warehousing, and production scheduling. Teams needed one operating source of truth without forcing the business into a tool that did not match how it actually worked.
More systems
Pipeline data lived in Quickbase, AR and AP aging lived in accounting exports, client conversations lived in email and memory, and market signals lived in browser tabs.
The commercial function ran on a spreadsheet stack plus memory: prospects in a notes app, deals in a spreadsheet, invoices in a document template, payments in a bank statement.
A precision CNC plant supplying oilfield equipment ran order-to-delivery on PDFs, WhatsApp, Dropbox folders and a whiteboard.
Recommendations
"Alex is the embodiment of excellence, professionalism, and reliability. His multilingualism, personable demeanor, and exceptional organizational skills make him a standout professional. He is a brilliant team player and a personable individual, capable of building strong relationships with colleagues and clients alike."
"Alex stands out as one of the best hires I have made in my career. He consistently demonstrates integrity, organization, attention to detail, and a 'just get it done' mindset. If I had the opportunity, I would rehire him without hesitation."
"Alex's professionalism, attention to detail, and easygoing personality propelled impressive career growth from Client Success Manager to Regional Director for North & South America. He is a team-first professional with fantastic client relations and leadership across project and account management."
"Alex is an excellent professional with a strong technical background in business. He successfully led the North and South America team, implementing projects. He has strong personal and professional values that properly pass through his team."
"Working shoulder to shoulder with Alex, he was always an example of perseverance and leadership. His objectives were clear about constant improvements and process optimization, giving the team a sense of teamwork and purpose."
"Regardless of how busy he was, Alex always made time to ensure his team was on the same page, using his multiple language skills, communication, and process improvement expertise. He is highly motivated, reliable, and thrives both individually and in team environments."
"Alex consistently demonstrated outstanding client-facing abilities, expertly nurturing relationships and ensuring the highest level of satisfaction... His collaborative and motivating approach fostered a positive work environment, while his strong internal drive consistently inspired his team to deliver exceptional results."
Engagements
Advisory, system design, and hands-on builds — the full breakdown lives on the services page.
Tell me what's messy in your operation. I'll tell you whether a system can fix it.
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