Modular AI-Powered Media Automation System (GUI + Python + AI Integration)

I'm seeking a skilled full-stack developer (or team) to create a modular AI-assisted media automation system, capable of processing content such as Manga, Anime, and Manhwa. The system should perform various tasks including, but not limited to:

https://docs.google.com/document/d/1F1x-V70aOL6gl8YCgmZkjm9N8N3dpYrIQF8P0h9oGTo/edit?usp=sharing

- Coloring
- Summarization
- OCR (Optical Character Recognition)
- Translation
- TTS (Text-to-Speech)
- Slicing
- Video Generation

Key Features:
System Architecture:
Manual step-triggering (no auto-chaining unless run explicitly)

Each module is independent — must run correctly when valid input is present

Steps can be skipped, rearranged, or repeated without error

Full project persistence — resumes from where it left off

Dynamic input/output folder structure

Workflow Modules (Each Can Be Triggered Independently):
Step 1: Input Type Selector: Manga / Manhwa / Anime / Other

Step 2: Media Input (Image or Video)

Image Processing Modules:

Merging

Slicing (e.g. panel splitter)

OCR (Magi V2 or Mistral AI depending on content)

Cleaning (e.g. BubbleBlaster for text bubble removal)

Coloring (Manga only)

Text AI Modules:

Vision model summary (Gemini/GPT)

Text refining (shorten, improve)

Translation (DeepSeek/local model)

Text-to-speech (natural, not robotic)

Video Workflow:

Anime Script Generator (Generates clip script & timestamps from input video)

Anime Cutter (Cuts clip from original anime using timestamps)

Final video creation (YouTube-long style or TikTok-short)

Optional panel animation (zoom, pan, float effects toggleable)

Thumbnail generator (theme-based + prompt to image model)

Clip shortener for TikTok-style output