Applied AI Workflow Systems & Operational Automation
Operations-grounded systems builder who creates AI-assisted workflow tools,
Google Workspace automations, Excel/VBA transformations, field-data workflows,
and reporting systems for operational environments.
Proof includes working code, annotated screenshots, API-connected Google
Workspace automations, Excel/VBA builds, Fulcrum field-app support,
TerraGo workflow documentation, and AI workflow evaluation artifacts.
Evidence-backed fit across applied AI workflow, automation, and operational systems roles.
Primary fit
Applied AI Workflow Systems & Operational Automation
Operations leadership foundation applied to workflow systems,
automation tools, and AI-assisted evaluation methods that make
operational work more structured, visible, repeatable, and easier
to verify.
01
Business / Operations Systems
Relevant when the role needs process mapping, stakeholder translation, field-operations context, asset visibility, workflow documentation, and systems handoff clarity.
02
Automation / Internal Tools
Directly supported by Apps Script workflows, Google Workspace APIs, Excel/VBA transformations, report automation, approval routing, and practical internal tools.
03
Applied AI Workflow & Reliability
Relevant when the role values human-in-the-loop AI workflows, prompt-system evaluation, validation gates, source-confidence checks, and controlled implementation support.
Strongest role matches
Applied AI Workflow Systems Builder
AI Automation & Internal Tools Builder
Operational Systems Automation Specialist
AI Workflow Reliability / Prompt Evaluation Analyst
Business Systems Analyst - Automation-Focused
Review separately
Standalone operations management roles
Prompt-writing-only roles
Excel/VBA-only automation roles
Traditional business analyst roles without automation ownership
Broad AI generalist roles
Project evidence
Proof projects for screening, role alignment, and interview follow-up.
Review path
Filter by role signal, then open the build record, code proof, or visual evidence for deeper review.
01Artifact-backed claims
Each project card connects claims to specific build artifacts, screenshots, code captures, or documented workflow evidence.
02Inspectable build evidence
Screenshots, code captures, execution logs, workflow maps, and demo video.
03Evidence scope
Each project states what the evidence supports and where role-fit interpretation should stay grounded.
Applied AI
Excel Governance Engineering Assistant
Built a chat-style AI workflow application for Excel automation planning,
VBA guidance, formula design, recurring cleanup, and structured spreadsheet
troubleshooting.
OpenAI APIApps ScriptValidation gates
Build, tools, and result
Situation
Spreadsheet work was fragile, repetitive, and difficult to guide consistently with unstructured AI output.
System built
Chat-style AI workflow app with structured intake, skill calibration, staged guidance, validation checks, protected prompt loading, and documented workflow controls.
Tools
Google Apps Script, HTML/CSS, JavaScript fundamentals, OpenAI API, protected prompt loading, cached session context, and rate limiting.
Result
Created a governed Excel engineering tool for non-technical users with real operational spreadsheet needs, combining solution generation, testing guidance, validation checks, and teaching logic for advanced Excel, VBA, formula, and recurring-report workflows.
Visual evidence and scope
First draft to completed UIRecurring report transformationApplication demo
Evidence scope: public-safe AI workflow application proof, strongest for applied workflow design rather than commercial SaaS or production-scale enterprise AI ownership.
Google Workspace Automation
Automated Absence Management System
Built a Google Workspace automation system for PTO request intake,
manager approvals, conflict warnings, calendar event creation,
employee notifications, and sick-time threshold alerts.
SpreadsheetAppMailAppCalendarAppHtmlService
Build, tools, and result
Situation
Manual absence handling created approval friction, staffing visibility gaps, and repeated communication work.
System built
Forms-to-Sheets workflow with web-app approval links, conflict detection, manager routing, calendar updates, status writes, employee notifications, sick-time threshold alerts, and duplicate-alert prevention.
Tools
SpreadsheetApp, MailApp, CalendarApp, HtmlService, Google Forms trigger, Google Sheets, Gmail, and Google Calendar.
Result
Processed 162 employee time-off requests and generated approximately 486 automated workflow emails over 5.5 months while improving approval routing, staffing visibility, calendar accuracy, and manager/employee communication.
Visual evidence and scope
Conflict and approval logicCalendar and alert logicSystem proof overview
Evidence scope: Google Workspace absence workflow for approvals, notifications, calendar coordination, and manager visibility rather than HRIS or compliance-grade leave-platform ownership.
Report Ingestion Automation
Gmail-to-Drive Report Ingestion
Built a Gmail-to-Drive automation that finds unread target report emails,
extracts secure CSV download links, retrieves files with UrlFetchApp,
saves them to structured Drive folders, marks threads processed, and
logs execution results.
GmailApp search-and-retrieval workflow that locates unread target reports, extracts secure CSV links, downloads files through UrlFetchApp, saves outputs through DriveApp, marks threads read, and logs results.
Tools
GmailApp, UrlFetchApp, DriveApp, Utilities, Logger, date-based file naming, structured Drive folders, and processed-thread handling.
Result
Created a repeatable report-ingestion workflow with execution proof showing successful CSV retrieval, Drive folder routing, processed-thread handling, and resolution of Gmail search-syntax constraints that initially blocked reliable matching.
Visual evidence and scope
Code evidenceAPI detail proof
Evidence scope: report-ingestion automation using Gmail, UrlFetch, and Drive services rather than enterprise ETL, cloud data engineering, or AWS pipeline ownership.
Workflow Design
TerraGo Asset Workflow Mapping
Translated field, dispatch, warehouse, material, and contract-management work
into structured workflow documentation for a map-based asset management pilot.
VisioWorkflow mapsRequirements translation
Build, tools, and result
Situation
Field and dispatch work needed clearer workflow logic across roles, approvals, rework, materials, reporting, and system handoffs.
System built
Role-based Visio workflow maps covering pilot car drivers, dispatchers, technicians, admin users, warehouse users, material requests, approval paths, and contract-management workflows.
Tools
Visio, process mapping, map-based asset workflow analysis, requirements translation, role-based workflow requirements, and operational handoff design.
Result
Converted previously undocumented operational work into structured workflow logic that stakeholders can review, challenge, refine, and use for software implementation planning.
Evidence scope: requirements translation and workflow mapping for TerraGo implementation planning rather than TerraGo software development.
Field Data
Fulcrum Field App Builder Gem
Created a domain-specific Gemini Gem and Markdown operating manual to support
Fulcrum field-app design, troubleshooting, and continuity after specialized
platform knowledge became limited.
Gemini GemFulcrum supportMobile usability
Build, tools, and result
Situation
Specialized Fulcrum field-app work required clearer knowledge capture, app-build guidance, and troubleshooting support after internal platform expertise became limited.
System built
Gemini Gem plus Markdown operating manual to guide app structure, troubleshooting, source-confidence labeling, validation checks, field-user usability, and mobile review.
Tools
Gemini Gems, Markdown documentation, Fulcrum concepts, record links, Classification Sets, choice lists, visibility rules, repeatable sections, and mobile testing.
Result
Supported a G3 Incident Report prototype and created a reusable knowledge-continuity aid for Fulcrum app-building decisions, field-data structure, troubleshooting, and mobile usability review.
Visual evidence and scope
G3 mobile app workflowMobile asset map viewAI assistant proof
Evidence scope: knowledge assistant and field-app support, strongest for app-build guidance and continuity rather than senior Fulcrum administration or platform ownership.
Excel/VBA
Controlled Excel/VBA Workflow Builds
Built and evaluated Excel/VBA workflows for report cleanup, billing outputs,
raw-data preservation, validation checks, source/output separation, and
failure-mode analysis.
Excel 365VBA macrosFailure analysis
Build, tools, and result
Situation
Recurring spreadsheet work needed cleaner transformations, preserved source data, repeatable outputs, and visible checks before relying on AI-assisted automation.
System built
Controlled Excel/VBA builds for report cleanup, billing outputs, source-data preservation, row integrity, validation checks, source/output separation, and failure analysis.
Produced working Excel/VBA transformation artifacts while documenting validation gaps, unresolved limitations, and failure risks instead of overstating build completeness.
Visual evidence and scope
Recurring data transformationTransformation walkthrough
Evidence scope: controlled builds and review artifacts, strongest for spreadsheet workflow reliability rather than fully hardened production systems or formal SDET employment.
Role assessment
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Value to the team
Built for teams that need operational work turned into reliable systems.
I bring operations leadership, automation build experience, and applied AI
workflow design into environments where manual processes, spreadsheets,
reporting gaps, field-data workflows, and approval handoffs create
operational risk.
The value is knowing how operational work breaks, how users actually
interact with systems, and how to turn fragile workflows into something
structured, visible, repeatable, and easier to validate.
01
What I can help build
AI-assisted workflow tools for operational users
Google Workspace automations for approvals, reporting, notifications, and calendar coordination
Excel/VBA and spreadsheet transformation workflows with source-data preservation and validation checks
Field-data and asset-workflow documentation for implementation planning
Internal tools that reduce manual follow-up, improve visibility, and create clearer handoffs
02
Where I create leverage
Translating messy operational requirements into buildable workflow logic
Creating practical tools with existing platforms before overbuilding enterprise systems
Adding validation, source-confidence checks, and review gates to AI-assisted work
Connecting operations, systems, data, and user adoption instead of treating them as separate problems
Producing proof artifacts that hiring teams, managers, and technical reviewers can inspect
03
How I work
I build from operational reality first: what users need, where the
workflow fails, what information must be preserved, what decisions
need visibility, and what proof is required before an output should
be trusted.
This portfolio shows that pattern across AI workflow systems, Google
Workspace automation, Excel/VBA transformations, field-data workflows,
and reliability-focused review methods.
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