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26 contributions to AI Automation Society
We need video editors for our new marketing expansion team. Starting with paid internship (Remote)
We are a yet to be a company of established freelancers (Delhi based) in the space of AI Automations - we want to reach out to different clients through marketing channels like instagram, facebook and LinkedIn. We are searching for reliable entry level video editors who could turn raw videos into lead magnets, are open to learn and looking to grow long term with us. As established freelancers, we'll also teach you how to grow your own freelancing business even with limited skills. If that sounds something you want to persue, please email me at darshtayal8@gmail.com
0 likes • 11d
@Darsh Tayal This is a strong opportunity for entry-level editors who want more than task based work. You are not just cutting clips, you are learning how content becomes a lead engine for real businesses, especially in the fast-growing AI automation space. For anyone struggling with “I can edit but don’t know how to grow or get clients,” this solves that gap through paid experience, mentorship, and long-term upside, not just short-term gigs.
n8n Transcript Processor That Eliminated 900 Hours Annual Data Entry 🔥
University admissions. 1,200 transcripts annually. Manual entry consuming 900 hours. Built n8n workflow. Zero manual transcription. Perfect accuracy. THE ADMISSIONS PROBLEM: Every incoming transcript requiring manual processing. Coordinator downloads PDF from email attachment. Opens admissions system. Types student details into database. Enters institution information manually. Transcribes all courses individually - course codes, course names, credit hours, letter grades, semester completed. 15-30 courses per transcript average. Each course typed manually. Manual GPA verification against transcript calculation. Academic honors notation if present. Verification status determination based on transcript type. 45 minutes per transcript. 1,200 transcripts annually. 900 hours consumed. Quality audit revealed 14.8% error rate. Course entry typos. GPA calculation mistakes. Overlooked academic honors. Inconsistent verification flagging across coordinators. THE n8n AUTOMATION: 7-node workflow with 3-branch verification routing: Node 1 - Gmail Trigger: Monitors transcript emails Node 2 - Get Email: Downloads attachment Node 3 - Prepare Binary: Formats document Node 4 - Extract Data: Pulls student info, courses, grades, GPA, honors Node 5 - Analyze Transcript: Calculates metrics, categorizes performance Node 6 - Log Database: Updates tracking Node 7-9 - Verification Routing: Routes to verification check OR unverified path EXTRACTION: Student - name, ID, DOB, email Institution - name, address, registrar Degree - program, major, minor, dates Courses - code, name, credits, grade, semester, year (all courses) Academic - credits attempted/earned, GPA, honors Metadata - type (official/unofficial), date, signature ANALYSIS: Total courses count Completion rate percentage GPA categorization (Exceptional/Excellent/Good/Fair) Academic standing (Dean's List/Good Standing/Probation) Grade distribution summary Verification evaluation (official + student ID) VERIFICATION LOGIC:
n8n Transcript Processor That Eliminated 900 Hours Annual Data Entry 🔥
1 like • 11d
Great.
How to rate limit API
How to do API rate limiting in n8n.please share your experiences.
1 like • 12d
@Jay kumar Gupta Rate limiting in n8n usually depends on the API you’re working with. A common approach is to use the “Wait” node between requests or implement batch processing to avoid hitting limits. It also helps to check if the API provides a rate limit header, so you can dynamically adjust your workflow pacing rather than hardcoding delays.
0 likes • 12d
@Jay kumar Gupta You are welcome, sir.
WeChat automation?
Hi guys...i´m getting crazy. I have a client who asked about some chat automations. The "normal" ones: whatsapp, telegram...but then I crossed to WeChat. Wtf. That app has an API, but it is too difficult to read and understand. Has anyone ever made an automation to wechat? Thanks
0 likes • 12d
Hello @Juan Sanz WeChat’s API is notoriously tricky, especially compared to WhatsApp or Telegram. Most automations I’ve seen require a mix of unofficial libraries or custom middleware to handle messaging reliably. Curious to know if anyone here has a smoother approach that actually works at scale.
🧠Who Has Experience w/ These Languages?
Experience with either ⚡Frontend: - Next.js (typescript) (React.js is ok) - Tailwind Or ⚡Backend: - Puppeteer (Javascript library)
0 likes • 12d
Hello @Henrijs Vāravs Interesting mix of skills here, I've worked with Next.js and Tailwind on a few projects, and I can see how Puppeteer could streamline certain backend workflows. Curious to hear how you usually balance frontend flexibility with backend automation.
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@tob-digitech-3142
Success is the key. Unlock your potential.

Active 35m ago
Joined Aug 22, 2025
New York
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