
Content Automation Dashboard for Existing Algorithm (BIG AL)
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£210(approx. $281)
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Description
Experience Level: Intermediate
I'm looking for an experienced full-stack developer to build Stage 2 of my platform.
I already have a working algorithm called Big AL that selects products for TikTok Lives and tracks analytics such as popularity, demand, sales history, conversion rates and live scheduling.
I'm not looking to rebuild the algorithm.
Instead, I need a developer to build a Content Engine and Approval Dashboard that reads Big AL's data and automatically generates branded social media content.
The system should:
Connect to an existing algorithm (API/Database/JSON)
Read product selections and analytics
Populate reusable templates automatically
Generate graphics and short animated content
Display everything in an approval dashboard
Allow simple editing before export
Export ready-to-use assets for TikTok, Instagram and my website
This is intended to be the foundation of a larger content automation platform, so I'm looking for someone who enjoys designing scalable systems.
A full project specification (PDF) is attached.
Please include in your proposal:
Similar projects you've completed
Technologies you'd recommend
Estimated timeline
Estimated cost
Suggestions for improving the architecture
Long-term work is available for the right developer.
"The existing algorithm developer is available for technical collaboration where required, so this project will involve integrating with an existing system rather than starting from scratch." - full design spec will be given to the right candidate.
"How many hours do you think it would take to expose Big AL's data through an API or JSON feed so another application can consume it?"
Please give a brief of your understanding, experience and how you would build it?
If your interested please read the PDF and designs ideas.
I already have a working algorithm called Big AL that selects products for TikTok Lives and tracks analytics such as popularity, demand, sales history, conversion rates and live scheduling.
I'm not looking to rebuild the algorithm.
Instead, I need a developer to build a Content Engine and Approval Dashboard that reads Big AL's data and automatically generates branded social media content.
The system should:
Connect to an existing algorithm (API/Database/JSON)
Read product selections and analytics
Populate reusable templates automatically
Generate graphics and short animated content
Display everything in an approval dashboard
Allow simple editing before export
Export ready-to-use assets for TikTok, Instagram and my website
This is intended to be the foundation of a larger content automation platform, so I'm looking for someone who enjoys designing scalable systems.
A full project specification (PDF) is attached.
Please include in your proposal:
Similar projects you've completed
Technologies you'd recommend
Estimated timeline
Estimated cost
Suggestions for improving the architecture
Long-term work is available for the right developer.
"The existing algorithm developer is available for technical collaboration where required, so this project will involve integrating with an existing system rather than starting from scratch." - full design spec will be given to the right candidate.
"How many hours do you think it would take to expose Big AL's data through an API or JSON feed so another application can consume it?"
Please give a brief of your understanding, experience and how you would build it?
If your interested please read the PDF and designs ideas.
James A.
100% (18)Projects Completed
8
Freelancers worked with
7
Projects awarded
10%
Last project
25 Jun 2026
United Kingdom
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Log inClarification Board Ask a Question
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Could you please confirm what technology stack Big AL is currently built on, and how its data is currently exposed (API, database access, JSON feed, or another method) for integration with the new Content Engine?
-

A few questions:
1. Does Big AL already expose any API endpoints, or will those need to be created?
2. Will branded templates already exist, or should they be designed as part of this project?
3. Should generated graphics and videos be created entirely automatically, or is there an approval/editing step before rendering?
4. Do you envision future integrations with platforms beyond TikTok and Instagram?
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