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This portfolio sample shows how I review an AI assistant or automated workflow for reliability, clarity, and user experience. I look for issues such as inconsistent responses, weak fallback logic, confusing instructions, failed handoffs, unsupported claims, and poor edge-case handling, then turn those findings into practical recommendations.
The goal is to make AI and automation more dependable before it creates problems for customers or staff. This is a portfolio demonstration of the QA and testing work I provide through QuietOps AI. No confidential client information is included.
The network for creativity
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I had some spare time the last weeks to revamp my portfolio... again.
Vibe coding with Claude is just too fun. Hoping this makes my personal portfolio hard to forget and a little more fun for recruiters and future clients to browse.
Also if you have time I would love to see some people try out the footer. You can draw your own sketch and send it to me! Will post a collection of I get enough participation.
Great work👏🔥🔥
Automating Resume Screening with AI
I recently worked on a recruiting bot that uses n8n to connect Gmail, Groq AI, and Google Sheets. The goal was to automate the resume screening process and save time for the HR team. I'm happy to say that it's working smoothly and has already saved a significant amount of time. The tech stack was a bit challenging to set up, but it was worth it in the end.
#n8n #automation #GmailTrigger #HTTPRequest
Follow for more: https://go.phonezait.de/
Zapier said it couldn't be done — so I built around it.
A recruitment agency was manually logging every call outcome into Less Annoying CRM after each JustCall conversation. Zapier's own triggers ("Call Updated" and "Call Completed") fire as two separate events and can't be linked by Call ID — so the automation everyone assumed was simple turned out to be technically impossible with default, off-the-shelf tools.
I diagnosed the exact limitation inside JustCall's Zapier integration, then engineered a custom event-correlation layer that captures both triggers, matches them reliably via the JustCall REST API, and pushes clean, accurate updates straight into the correct pipeline stage in LACRM — with a parallel sync to Google Sheets for reporting.
Result: zero manual data entry, real-time CRM records the sales team could finally trust, and full documentation so their internal team can maintain the system without ongoing developer support.
This is the kind of API integration and workflow debugging I do daily — across Make, n8n, Zapier, Python, and REST API/webhook architecture. If your CRM, telephony, or sales tools aren't talking to each other properly, let's fix that.::
