Automation • Backend • Workflow Systems

I build business systems that reduce manual work and turn messy workflows into structured operations.

My work is focused on lead capture, booking workflows, follow-up automation, approval flows, lightweight CRM systems, and backend logic that ties everything together. I build practical, reusable systems that businesses can actually run day to day.

Backend-first builds
Flask services, APIs, routing, validation, status logic
Operational automations
Google Sheets, Telegram, Slack, n8n, APIs, approval flows
Reusable systems
Built to be adapted across clients and industries
Real business use
Lead handling, booking control, follow-ups, reporting, admin workflows
Recent focus: reusable client delivery systems, booking and availability control, approval-based automation, and backend workflows that can grow into multi-client systems.
Elijahs client engine live demo
Core directionAutomation & backend systems builder
Main stackFlask, Google Sheets, Telegram, Slack, APIs, n8n
Typical buildsLead systems, booking systems, CRM workflows, approval flows
Long-term goalReusable client systems that can evolve into SaaS

Projects

This portfolio now includes both my earlier automation work and the stronger backend and systems projects I built more recently. The newer work reflects the direction I am moving toward: reusable systems, safer automation logic, and multi-step operational workflows.
Reusable Flask client system
Featured System

Elijahs Client Engine — Reusable Flask Client Delivery System

A reusable backend-first system built to help businesses capture leads, prevent duplicates, trigger alerts, manage bookings, and organize client operations from one structured base.

  • Problem: Small businesses often manage leads and bookings through scattered forms, manual messages, and inconsistent tracking.
  • Build: Built a modular Flask system with intake endpoints, validation, duplicate detection, Google Sheets storage, Telegram alerts, client dashboard support, and scalable logic for different business types.
  • Tools: Flask, Google Sheets, Telegram, Vercel, API routes, structured workflow logic
  • Result: Created a reusable delivery template that can be adapted for different clients instead of rebuilding each project from zero.
Flask Backend Reusable System Client Delivery Template
View Live Demo
Resort booking and availability system
Recent Project

Resort Booking, Availability & Client Dashboard System

A resort-focused implementation of my reusable client engine with booking intake, availability awareness, visual calendar logic, archive handling, and operational controls for the client side.

  • Problem: Resort bookings and inquiries become difficult to manage when availability, follow-ups, and guest records are handled manually.
  • Build: Added date-time based conflict detection, mini calendar views, booking controls, archive flows, client-side dashboard sections, and booking-first UX improvements.
  • Tools: Flask, JavaScript, Google Sheets, calendar logic, Telegram alerts
  • Result: Turned a simple intake form into a more complete booking operations system with clearer visibility and safer validation.
Booking Workflow Availability Logic Client Dashboard
View Main Demo Site
AI email approval flow
NDA-Safe Case Study

AI Lead Re-engagement & Slack Approval Workflow

An anonymized automation case study focused on re-engaging older leads, generating AI-assisted follow-up emails, and sending drafts into Slack for approve, reject, or edit review before action is taken.

  • Problem: Re-engaging old leads manually is slow, inconsistent, and hard to monitor when approvals and edits happen across different tools.
  • Build: Designed an API-based lead re-engagement workflow with AI drafting, persistent approval drafts, and Slack approve / reject / edit actions as the bridge between automation and human review.
  • Tools: n8n, CRM API integration, Slack, AI-generated email drafting, webhook routing
  • Result: Created a clearer review path for outbound follow-ups while keeping the human decision step inside the automation process.
Slack Approval Flow AI Drafting n8n + GHL
Real estate messenger workflow
Case Study

End-to-End Real Estate Lead & Booking Automation System

A multi-step Messenger workflow for property browsing, lead capture, site visit booking, and job application intake.

  • Problem: Lead handling, site visit booking, and applications were spread across separate manual steps.
  • Build: Created a Messenger-based flow connected to Google Sheets, Google Calendar, Google Drive, and Gmail.
  • Tools: Messenger, Google Sheets, Google Calendar, Google Drive, Gmail
  • Result: Centralized CRM handling and automated multiple business processes from one entry point.
CRM Google Workspace Site Visit Booking
Messenger chat automation flow
Case Study

Messenger Chat Automation for Lead Qualification

A Messenger flow built to capture customer details, qualify inquiries, and route leads into the business workflow.

  • Problem: Manual Messenger replies slow down response time and can lead to missed inquiries.
  • Build: Created a structured chat flow that collects lead details, qualifies users, and routes bookings to admin.
  • Tools: Messenger, automation logic, Google Sheets workflow
  • Result: Automated lead qualification and reduced manual admin workload.
Lead Capture Messenger Workflow Automation
DTR automation system prototype
Case Study

DTR Automation System Prototype

A modular attendance processing system that reads biometric logs and generates structured daily and monthly reports.

  • Problem: Manual attendance computation takes time and increases the chance of reporting errors.
  • Build: Designed a system that extracts biometric logs, computes time metrics, and outputs formatted reports.
  • Tools: Python, Excel, data processing logic
  • Result: Standardized attendance reporting and removed manual calculations.
Python Reports Process Automation
J and V Food Products website
Case Study

J&V Food Products Single-Page Website

A simple business website designed to showcase products and make ordering easier for customers.

  • Problem: The business needed a clean online presence to display products and support customer ordering.
  • Build: Built a single-page website with product catalog, cart flow, order form, delivery details, and contact options.
  • Tools: HTML, CSS, JavaScript, Vercel
  • Result: Improved product visibility and created a more organized ordering flow.
Business Website Product Catalog Order Flow
View Live Site

Recent Screens

A few updated screenshots from the newer systems work now featured in this portfolio. The approval workflow screenshots are intentionally anonymized and described in a general, NDA-safe way.
CRM opportunities board
Screenshot

Lead Pipeline View

Example of a structured opportunities view used as part of an automated lead re-engagement workflow.

AI re-engagement workflow
Screenshot

AI Drafting Workflow

Main automation flow for lead selection, drafting, parsing, and approval preparation.

Slack approval routing workflow
Screenshot

Approve / Reject / Edit Routing

Human-in-the-loop routing for approval decisions and edited draft handling.

Resort booking form
Screenshot

Booking Intake Interface

Guest-facing booking form connected to availability logic and backend validation.

How my work has evolved

My earlier portfolio leaned more on standalone automations and business websites. The newer projects show a stronger shift toward reusable backend systems, controlled workflows, and operational automation that businesses can keep building on.
1. CaptureForms, chat flows, APIs, and structured intake are used to bring data into one clear workflow.
2. ValidateBackend checks handle required fields, status logic, duplicate detection, and safer processing before anything is saved or triggered.
3. AutomateAlerts, follow-ups, approvals, summaries, and routing connect multiple tools without forcing the team to do repetitive manual work.
4. ReuseThe end goal is not one-off builds, but templates and backend systems that can be adapted across businesses and eventually scaled.

What I Do

  • Build backend-first workflow systems for leads, bookings, and operations
  • Create Google Sheets based CRM and tracking systems
  • Connect platforms using APIs, webhooks, and automation tools
  • Design approval workflows with human-in-the-loop control
  • Build client dashboards and simple operational interfaces
  • Create practical websites that support the workflow behind the business
Best fit projects Lead capture systems, booking workflows, approval flows, admin dashboards, Sheets-based CRM tools, and business process automation.
Tools I work with Flask, Google Sheets, Telegram, Slack, Gmail, Google Calendar, webhooks, APIs, n8n, Make, GoHighLevel, lightweight frontends, GitHub, and Vercel.
Working style I focus on practical systems, safe upgrades, and reusable architecture instead of one-off hacks or overcomplicated builds.
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