T.W
Systems Architect · AI Automation Specialist

Thorevis Wesley

I don't just write code — I build systems that think. 30+ years turning disconnected workflows into precision-engineered software and AI-powered automation solutions.

About Thorevis

The Builder
Behind The Systems

I see connections other people miss — and I build solutions that make those connections work.

My relationship with technology started in 1994 — a four-year Computer Science Magnet program where I was installing operating systems and teaching elementary students to use computers before most people had internet access at home.

Over 30 years I've moved through every layer of the tech stack: IT support and hardware diagnostics, enterprise MLS and LMS platforms, full-stack web development, custom WordPress plugins, database-driven apps, and now AI-powered automation workflows and systems integration.

The 2008 crash turned me into an entrepreneur for over a decade. I kept building — and that gave me something most developers don't have: a direct understanding of how technology affects revenue, operations, and real people's decisions.

Today I work at the intersection of automation, AI, and business systems — wiring together tools that weren't designed to talk to each other, and turning manual chaos into clean, repeatable workflows that scale.

I work at the intersection of data, business logic, and real-world workflow — turning complex processes into clean, usable systems that drive decisions and accelerate results.
◆ Le.goes.o — Life Goes On
Core Capabilities

What I
Bring To The Table

Deep expertise across AI automation, integration, data, and business systems — connected, not siloed.

Automation & Development
Macros, workflows, validation logic — engineered for reliability. Excel VBA, Power Query, Python, JavaScript, C#, PHP, OOP.
Excel VBAPower QueryPythonJavaScriptC#PHP
🤖
AI-Powered Workflows
Building intelligent automation pipelines using LLMs as the engine. Prompt engineering, AI-to-system integrations, and no-code AI flows that actually ship.
ChatGPTClaude AIGeminiNotebookLMZapier AIMake.comn8nCopilot
🔄
No-Code / Low-Code Integration
Multi-step Zaps, Make scenarios, and webhook-driven pipelines automating what teams do manually every day.
ZapierMake.comPower AutomateAirtableMonday.comNotionQuickbase
📊
Data & Reporting
ETL pipelines, KPI dashboards, cost/margin analysis, and reconciliation workflows that leaders can trust.
SQLAdvanced ExcelETLDashboardsJob Costing
🗺️
Visual Systems Design
Process mapping, system architecture diagrams, and stakeholder-ready documentation through visual collaboration tools.
LucidChartMiroFigJamdraw.ioProcess MappingSOPs
🔗
Systems Integration
Connecting platforms that weren't built to talk to each other. API-ready exports, SharePoint, ECI alignment, and cross-platform bridges.
API IntegrationSharePointBolt ECIWrightsoftPower Automate
🏗️
Business Systems Design
Requirements gathering, process mapping, SOP documentation, and operational reporting that teams will actually use.
Process MappingSOPsRequirementsTechnical Docs
🌐
Ecommerce & Platforms
Full-stack marketplace operations: catalog automation, inventory management, compliance, and fulfillment across major platforms.
WalmartAmazoneBayWordPressAWS
🧠
Systems Thinking
Seeing how components connect, finding the leverage point, and building for scale — not just for today's problem.
ArchitectureScalabilityOptimizationCross-functional
AI & Automation Stack

The Tools I Use
To Work Smarter

Fluent across the major AI platforms and no-code automation tools — not just as a user, but as someone who wires them together into real workflows.

AI
Large Language Models
ChatGPT / GPT-4oClaude (Anthropic)Gemini NotebookLMMicrosoft CopilotPerplexity AI GrokMeta AI

Prompt engineering, document analysis, workflow design, content generation, and AI-assisted decision support.

Automation Platforms
ZapierMake.comPower Automate n8nPabbly ConnectIFTTTIntegromat

Multi-step workflow automation, webhook triggers, API chaining, and event-driven business logic.

Visual Design & Collaboration
LucidChartMiroFigJam draw.ioNotionConfluenceCanva

Process mapping, system architecture, collaborative whiteboards, and stakeholder-ready documentation.

📋
Project & Work Management
Monday.comAirtableQuickbase TrelloAsanaClickUpJira (concepts)

Workflow tracking, project visibility, and operational systems that keep teams aligned and accountable.

🤖
I don't just use AI tools — I build workflows around them

From prompt engineering and AI-assisted document analysis to Zapier/Make.com pipelines that trigger AI actions on real business events — I treat AI as an integration layer, not a chatbot.

Professional Journey

Where I've
Built My Edge

30 years of technology experience — from Apple Macintosh labs in 1994 to AI-powered automation workflows today. Every era added a new layer.

Current
Feb 2023 – Present
Mechanical One
Estimating Software Analyst / Integration Specialist · Florida
  • Converted a static estimating spreadsheet into a software-driven system with automated calculations for material, labor, tax, profit, and real-time margin visibility.
  • Built data import logic processing Wrightsoft duct layout data for material takeoff — eliminating manual re-entry and interpretation errors.
  • Created export-ready bill of materials formatting aligned with Bolt ECI system requirements and API-style data structures.
  • Integrated estimating output with SharePoint list workflows for shared visibility, tracking, and reporting across teams.
  • Designed dashboard/reporting concepts comparing estimated vs. actual costs with outlier detection and cost-spike flagging.
  • Integrated AI tools (ChatGPT, Claude, Gemini) into documentation and review workflows — accelerating write-ups and flagging inconsistencies.
Excel VBAPower QuerySharePointBolt ECIWrightsoftSQLChatGPTClaude AI
2024 – Present
Legoeso Group LLC
Founder / Ecommerce Systems Operator · Orlando, FL
  • Manage Walmart, Amazon, eBay, and website channels with end-to-end catalog, inventory, compliance, and fulfillment workflows.
  • Built catalog-cleaning and categorization automation using Excel and Python — generating structured outputs at scale across multiple marketplaces.
  • Applied Zapier and Make.com to automate order notifications, inventory status, and cross-platform data syncing.
PythonExcel AutomationZapierMake.comWalmartAmazoneBay
2023 – Present
Porter Pros / AV Porter Pros
Founder / Software Developer · Orlando, FL
  • Designed and built carrier management and vehicle transport logistics systems — order intake, coordination, work order tracking, and invoicing workflows built from zero.
  • Automated email classification and data integration workflows feeding Monday.com for real-time job tracking and team visibility.
  • Built a performance-based bonus structure system with automated calculation and reporting logic.
Monday.comWorkflow AutomationPythonEmail IntegrationProcess Design
Entrepreneurship Era · 2008–2023
~2015 – 2023
GPS Consulting
Web Developer / Webmaster · Orlando, FL
  • Developed proprietary web applications and custom WordPress plugins to automate business processes for clients across multiple industries.
  • Built secure document parsing and access control systems using PHP, Python, and MySQL — enabling role-based portal delivery for client organizations.
  • Maintained and extended WordPress-based client portals with custom themes, plugin integrations, and database-driven content systems.
  • Managed full web development lifecycle: requirements gathering, architecture, development, QA, deployment, and ongoing support.
PHPPythonMySQLWordPressCustom PluginsJavaScriptHTML/CSSjQuery
2008 – ~2015
Independent Business Operations
Entrepreneur / Technology-Driven Operations Builder
  • Built and managed technology-driven businesses after the 2008 market crash — expanding hands-on expertise across software development, business systems, client relations, sales operations, ecommerce, and process automation.
  • Deepened development skills across PHP, Python, JavaScript, jQuery, MySQL, HTML, CSS, WordPress, and CMS customization — applying them directly to real business problems.
  • Built internal tools, workflows, and automations that reduced manual effort and improved operational accuracy across service and product-based businesses.
PHPJavaScriptMySQLWordPressCMSeCommerceProcess AutomationBusiness Systems
Enterprise Software Era · 2001–2008
2006 – 2008
Learn.com
Senior Client Satisfaction Specialist · Fort Lauderdale, FL
  • Supported LearnCenter — an enterprise web-based Learning Management System — serving clients across multiple industries and user scales.
  • Worked with IIS, ASP, ASP.NET, SQL/MSSQL, HTML, CSS, JavaScript, Crystal Reports, and SCORM API to diagnose and resolve complex technical issues.
  • Assisted network administrators with Windows Server setup, configuration, and troubleshooting.
  • Managed client communications, issue tracking, and escalation documentation via CRM software.
ASP / ASP.NETSQL / MSSQLIISHTML / CSS / JSCrystal ReportsSCORM APIWindows ServerCRM
2001 – 2006
Geac Interealty, Inc.
Account Representative / Software Support Technician · Fort Lauderdale, FL
  • Supported major MLS platforms — Stellar MLS, MLS Passport, and MLXchange — serving real estate brokers and agents across the US and Canada.
  • Promoted to Account Representative in 2003; provided direct onsite support for the New Orleans Metropolitan Association of Realtors.
  • Conducted weekly training sessions for real estate professionals on the effective use of MLXchange — a web-based MLS data management application.
  • Served as primary technical liaison between enterprise software and end users at regional scale.
MLXchangeMLS PlatformsWeb ApplicationsClient TrainingAccount ManagementTechnical Support
Foundation Era · 1994–2001
1998 – 2001
The Answer Group, Inc.
Help Desk / Call Center Technician · Fort Lauderdale, FL
  • Provided hardware and software support for Gateway, Compaq, and other major brand customers — building a disciplined foundation in troubleshooting and user communication.
  • Developed the ability to explain complex technical issues clearly to non-technical users — a skill that still defines every stakeholder interaction today.
Hardware SupportWindowsDiagnosticsClient Communication
1994 – 1998
Computer Science Magnet Program
Student Technician · Miami-Dade, FL
  • Enrolled in a four-year CS Magnet program studying Apple Macintosh systems, Mac OS, ClarisWorks, and school software — with hands-on OS installation and upgrades throughout the school.
  • Taught elementary students Apple computer skills during summer programs for Miami-Dade Public Schools — first experience in user training and technical instruction.
Apple MacintoshMac OSClarisWorksOS InstallationUser Training
Graduated 2003
Florida Career College
Pembroke Pines, FL
  • Earned an Associate of Science in Computer Network Engineering and an Occupational Associate degree — dual credential in networking, systems, and applied computing.
Network EngineeringSystems AdministrationComputer Science
Selected Work

Systems I've
Engineered

Real tools solving real problems — each one built to outlast the project that inspired it.

01
Estimating Automation Tool
Excel/VBA and Power Query system automating design-data imports, BOM exports, margin tracking, and SharePoint-ready estimate outputs. Turned a manual process into a repeatable, software-driven workflow.
Excel VBAPower QuerySharePointBOM Export
02
Wrightsoft Data Import
Transformed duct layout output into usable estimating data — reducing manual interpretation, improving consistency, and connecting design software to the estimating workflow.
Data TransformWrightsoftExcelETL
03
Bolt ECI BOM Export
Structured material data into export-ready formats designed around operational purchasing and job system requirements — creating a clean handoff from estimating to procurement.
Bolt ECIAPI-ReadyData Structuring
04
SharePoint Estimate Tracking
Pushed structured estimate data into shared SharePoint lists for visibility, cross-team tracking, and future reporting — giving leadership real-time access without rebuilding their workflow.
SharePointAutomationReporting
05
Job Costing / KPI Dashboard
Reporting logic for estimated vs. actual costs by model, trade, location, and time period — with outlier detection and cost-spike alerts. Designed to surface what needs attention instantly.
SQLKPI DesignCost AnalysisDashboards
06
Ecommerce Catalog Automation
Catalog-cleaning workflows handling product categorization, active/out-of-stock separation, marketplace link formatting, and structured Excel output — at scale, across multiple platforms.
Excel AutomationWalmartAmazoneBay
07
AI-Augmented Estimating Workflows
Integrated AI tools (ChatGPT, Claude, Gemini) into estimating review and documentation — accelerating write-ups, flagging inconsistencies, and generating summary reports. Combined with Zapier and Make.com for automated notification and handoff triggers.
ChatGPTClaude AIZapierMake.com

Life Goes On — No Matter What's Thrown At You

Le.goes.o isn't just a phrase. It's the operating principle that's shaped every system I've built, every problem I've solved, and every setback I've turned into forward momentum. Keep building.

Get In Touch

Let's Build
Something Real

If you need someone who can look at a broken process and ship a working solution — let's talk.

📍
Location
Orlando, FL Area
🎯
Open To
Estimating Software Analyst · Integration Specialist · Business Systems Analyst · Automation Specialist · AI Workflow Engineer