AI[SYS_ID: CHANNEL-IQ]
AI video processing platform that automates short-form content creation, captions, SEO metadata, and batch video processing.
01.System Interface & Screenshots
https://channel-iq.aqib.dev
[SCREENSHOT_01_ACTIVE]
02. Interactive Pipeline Simulation
Interactive System Architecture Simulator
Simulate processes and see live data flows, database locks, and logs in Aqib's backend pipelines.
System Node Architecture:
Client Uploader
AWS S3
Django Celery
YouTube API
Visual Feedback Window:
CHANNEL-IQ COMPILING PROCESSSTAGE: IDLE
Click "Start Simulation" to launch S3-Celery compiler pipeline.
Pipeline Stage Info
Press "Start Simulation" to review detailed process annotations.
Pipeline Console Output:
Console output idle. Launch simulation to trace diagnostic outputs.
03. The Problem
Long-form video creators spend excessive time manually identifying key moments, editing clips, refining subtitles, and crafting SEO metadata for multiple channels.
04. The Solution
Designed and implemented automated video processing pipelines, noise reduction logic, resolution tuning, and custom LLM prompting to extract, transcribe, and publish high-quality shorts.
05. Key Features
- >Automated video processing pipelines
- >Batch video processing
- >Noise reduction & resolution tuning
- >Auto-captioning and subtitle refinement
- >SEO metadata generation
- >OAuth-based YouTube publishing flow
AI & Automation Workflows
-LLM-based highlight identification & metadata generation
-RAG-based retrieval for channel-specific SEO optimization
-Computer vision (OpenCV) for face detection and dynamic crop adjustments
08. Engineering Challenges
Processing large video files asynchronously without blocking server execution
Solved using background queues and AWS S3 storage event triggers.
Syncing word-level caption timestamps precisely
Solved by combining Whisper transcription models with automated alignment algorithms.
[SYSTEM_SPECIFICATIONS]
ROLE:
Full-Stack / AI Engineer
CATEGORY:
AI
TECHNOLOGY STACK:
PythonDjangoReactAWSLLMsOpenCVFirebaseS3YouTube APIOAuth
BUSINESS IMPACT:
Reduced manual editing time by 75% and enabled content creators to scale their multi-platform publishing schedules automatically.