AI Educational Content Creation

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I am Professor B, I am new to the AI world but I am fascinated by how AI is shaping the future of language learning.I’m looking to engage an experienced Make.com consultant to design, review, and/or implement a production-grade Instagram automation system. This is a consulting engagement, not a beginner project. ::pushpin:: Scope & Objectives Build a modular, scalable automation pipeline that supports:

  1. AI-Driven Content Generation

• Automated image generation (prompted dynamically per post) • AI-generated captions (structured output, brand-safe, multilingual preferred) • Optional validation layer (QA/guardrails before publish)

  1. Scheduling & Publishing (Instagram Graph API)

• Automated post scheduling • Support for feed posts (Reels optional) • Compliance with Meta API rate limits & policies • Error handling + retry logic

  1. Intelligent Comment Automation

• Context-aware comment replies (not keyword spam) • AI classification of comment intent (question, praise, ESL learner response, etc.) • Custom response logic per intent • Safeguards against over-replying / shadowban risk ::brain:: Technical Requirements Demonstrated experience with: • Make.com (advanced scenario design, routers, iterators, error handlers) • Instagram Graph API (permissions, webhooks, limitations) • AI APIs (OpenAI / Claude / similar) • JSON schema enforcement & structured prompting • Logging, observability, and cost control ::bullseye:: Engagement Format • consultation (architecture review, scenario design, or implementation) • Open to fixed-scope proposals • Potential for ongoing advisory work ::open_mailbox_with_raised_flag:: How to Respond Please comment or DM with: Examples of similar automations you’ve built Your role (solo consultant, agency, in-house automation architect) Preferred engagement model Thanks — looking forward to working with someone who builds clean, compliant, scalable automations.

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Hello @Prof.B , welcome to make.com community, I have worked and have experience with Make.com and l will love to collaborate with you on this you can schedule a call Here and you can checkout my upwork profile Here, for my pastworks and certifications

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Hello Brandon, I see you’re looking for a production-grade, modular Instagram automation built in Make.com not an experiment. I can design a scalable pipeline for AI content generation, Meta-compliant scheduling via the Instagram Graph API, and intelligent comment automation, with proper guardrails, retries, and rate-limit handling. Happy to review your goals and outline a clean, extensible architecture before implementation.schedule a call here to discuss this better.

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Hi Prof. B, welcome to the community.

This is very much in line with the kind of Make.com and AI automation systems I build, especially content pipelines that need to be modular, compliant, and production ready rather than experimental.

I’ve worked on Instagram automations covering AI content generation, structured captions, scheduling via the Instagram Graph API, intelligent comment handling, and intelligent comment handling with safeguards, QA layers, and error handling inside Make.

I’ll attach my website portfolio here so you can review screenshots and examples of previous work. You can also book a walkthrough call meeting here if a quick discussion helps.

If this looks like a good fit, would you be comfortable continuing the private discussion on Fiverr for clarity and protection on both sides?

Best regards,
Folafoluwa O.
Flowedge Digital.
AI Automation Specialist.

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Hi @Prof.B, we are certified Make partners, and can definitely help you with your Instagram automation! Check your DM for more information :grinning_face: