You will get Scale-Proof Your Airtable: Legacy Migration & AWS Lambda Offloading
Top Rated
Top Rated
Project details
Airtable is an incredible UI, but its internal automation engine has hard limits. When your base lags or scripts time out, you’ve outgrown "no-code." I bridge the gap by moving your heavy business logic to AWS Lambda. This reduces record pressure, eliminates "Internal Server Errors," and allows your system to handle 100x the volume at a fraction of the cost.
Database Type
MySQL, PostgreSQLWhat's included
| Service Tiers |
Starter
$500
|
Standard
$1,400
|
Advanced
$2,700
|
|---|---|---|---|
| Delivery Time | 3 days | 10 days | 20 days |
Number of Revisions | 0 | 1 | 2 |
Schema Diagram | |||
Permissions Setup | - | ||
Import/Export Data | - | ||
Admin Panel Setup | - |
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great work thank you
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What an absolute joy to work with you, and the project you delivered for us is amazing. This project was quoted as taking three months by others, yet Mark did it in one. Thank you MARK! looking forward to using you again!
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Christina and the Ignite Purpose Team
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Andrew H.
Aug 28, 2025
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I've worked with Mark for years, and I'm going to be hiring him again for another project. He's helped dial in our systems with incredible code that always just works. The guy is a master guru with his coding, and fantastic to brainstorm ideas for solutions to problems. If you have a project that needs doing, I highly recommend him. You seriously can't go wrong!
About MARK PHILIPPE
Top Rated Plus | AI Automation Consultant & Systems Architect
100%
Job Success
Bacolod, Philippines - 10:08 am local time
Most AI automation fails the same way: it works in a test, then quietly does something wrong at 2am with nobody watching. My work is built around that problem. AI drafts, a person approves, and every step has validation, retries, audit trails, and exception handling behind it.
What clients hire me for:
- AI agents and assessment tools that analyze a client's data and return structured, defensible recommendations
- Self-reviewing AI pipelines - the model critiques and corrects its own output before a human sees it
- AI-assisted automation for finance and back-office ops (Xero, Unleashed, invoicing, reconciliation)
- Lead capture, scoring, and routing systems that run on scheduled cloud triggers
- Twilio/Zoho SMS and CRM reliability, including AI-drafted responses
- Shopify app development and checkout customization
- Airtable-based operations that have outgrown spreadsheets
- Diagnostics and troubleshooting of broken integrations
Recent work, client-verified:
1. Finance & Operations Automation (2020-present, ongoing) - Six automation projects across Xero, Unleashed, Amazon, PayPal and n8n for a distributor with no in-house tech team. All six built in 63 hours.
2. Twilio + Zoho CRM SMS Reliability (2019-2026) - Diagnosed and fixed silent message-delivery failures, then added AI-drafted replies. "I've worked with Mark for years... he's helped dial in our systems with incredible code that always just works."
3. Custom Lead Distribution Platform (2025, ongoing) - Built on Google Cloud Functions, Airtable, and Sheets so the business can scale lead volume without adding headcount.
4. Behaviour Assessment Platform - Delivered a full participant portal, PDF reporting, and admin controls in one month against a three-month quote. "What an absolute joy to work with you... this project was quoted as taking three months by others, yet Mark did it in one."
Full case studies are in my Portfolio section below.
How I work:
- I map your actual business problems before touching tech stacks. To do that without draining your team's time in long interviews, I run discovery through a Free Systems Assessment tool - an AI-powered intake that returns a ranked set of automation opportunities with estimated hours and dollar impact.
- I design for reliability: validation, retries, audit trails, exception handling.
- Humans stay in the loop wherever a mistake would cost money or trust - AI drafts, a person approves.
- I hand off with documentation your team can actually use.
Since 2024, I've also built and lead a small team of developers - so larger or longer engagements aren't bottlenecked by my own calendar, while I stay personally accountable for delivery and communication on every contract.
Core stack: Claude, OpenAI, Python, FastAPI, Node.js, n8n, Make, Zapier, Supabase/Postgres, PHP, Laravel, WordPress, Shopify (React/Remix, Polaris), Airtable scripting, Xero, Unleashed, Twilio, Stripe, PayPal, AWS Lambda, Google Cloud Functions.
If you already know the fix and just need it built, I can do that. If you're not sure what the fix is yet, that's usually where I add the most value.
Steps for completing your project
After purchasing the project, send requirements so MARK PHILIPPE can start the project.
Delivery time starts when MARK PHILIPPE receives requirements from you.
MARK PHILIPPE works on your project following the steps below.
Revisions may occur after the delivery date.
Bottleneck Audit
Identifying which specific automations or scripts are hitting execution limits.
Lambda Migration
Rebuilding fragile internal scripts as robust, monitored Node.js/Python functions.