You will get Custom Python Video Automation API with FFmpeg and AI Captions
Project details
You will get a custom Python video-processing workflow built around your files, formats and delivery requirements. I can automate repetitive tasks such as conversion, compression, resizing, trimming, thumbnails, multi-aspect exports, batch-folder processing and AI caption generation.
Depending on your package, the solution can include a FastAPI upload API, persistent job tracking, background processing, downloadable results, Docker packaging and clear setup instructions. FFmpeg provides reliable media processing, while Faster-Whisper can generate SRT captions or burned subtitles when required.
This is a reusable automation system rather than a one-time manual edit. Before development, I review your sample files, target outputs, processing volume and deployment environment so the scope is clear. You receive tested source code, organized output and documentation appropriate to the selected tier. Please message me before ordering if you need cloud storage, authentication, GPU transcription or high-volume deployment.
Depending on your package, the solution can include a FastAPI upload API, persistent job tracking, background processing, downloadable results, Docker packaging and clear setup instructions. FFmpeg provides reliable media processing, while Faster-Whisper can generate SRT captions or burned subtitles when required.
This is a reusable automation system rather than a one-time manual edit. Before development, I review your sample files, target outputs, processing volume and deployment environment so the scope is clear. You receive tested source code, organized output and documentation appropriate to the selected tier. Please message me before ordering if you need cloud storage, authentication, GPU transcription or high-volume deployment.
AI Development Type
Deep LearningAI Tools
Azure Machine Learning, Google AutoML, Keras, MATLAB, NVIDIA AI Platform, Open Neural Network Exchange, OpenCV, PyBrain, PyTorch, TensorFlowAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$150
|
Standard
$450
|
Advanced
$900
|
|---|---|---|---|
| Delivery Time | 4 days | 7 days | 13 days |
Number of Revisions | 1 | 1 | 2 |
AI Model Integration | - | - | - |
Detailed Code Comments | - | ||
Knowledge Graph | - | - | - |
Model Documentation | - | ||
Ontology | - | - | - |
Source Code | |||
Taxonomy | - | - | - |
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JG
John G.
Jan 30, 2026
Creating a university-style main landing page
Excellent experience! They transformed my Teachable site into a professional-grade 'Online University.' Not only is the design clean and authoritative, but they also optimized the technical side like image loading speeds perfectly. They understood the martial arts niche and the importance of branding. Highly recommended for any school owner looking to level up their digital presence.
JG
John G.
Dec 5, 2025
Setup of complete teachable course video editing, production of course
Amazing work! Zeeshan set up my entire Jiu Jitsu course on Teachable perfectly. He organized all levels, uploaded 130+ videos, created a clean structure, and delivered everything on time. Excellent communication, very professional, and the final result exceeded my expectations. Highly recommended!
JG
John G.
Nov 13, 2025
Preparation 0f database of 130 videos video editing
Working with Zeeshan was an absolute pleasure! He handled a massive project of 130 videos with incredible professionalism and attention to detail. Every video was edited perfectly, delivered on time, and exactly as I envisioned. His communication was smooth, and he made the entire process stress-free. I’m extremely happy with the results and will definitely be working with him again. Highly recommended!
About Zeeshan
Python AI Engineer & Video Editor | Computer Vision, YOLO, Automation
Gilgit, Pakistan - 10:54 am local time
If you need YOLO object detection, video analytics, OCR automation or polished educational content, I can turn your requirements and raw files into a reliable, user-friendly solution.
FEATURED COMPUTER VISION PROJECT
I completed a custom Horse Pose Detection Pipeline for equine biomechanical analysis. The Python desktop application processes video files, detects horse keypoints and displays labeled skeletal pose overlays, bounding boxes and pose-orientation results.
The system includes drag-and-drop input, batch processing, GPU-accelerated inference and organized output exporting. I built it using Python, PyTorch, OpenCV, Ultralytics YOLO and CustomTkinter.
PYTHON AI AND COMPUTER VISION
• YOLO object detection, tracking and counting
• Image classification, segmentation and pose estimation
• OCR and document data extraction
• OpenCV image and video processing
• Custom Python scripts and workflow automation
• Dataset preparation and model integration
• Desktop applications, APIs and deployment support
PROFESSIONAL VIDEO EDITING
• Online courses and educational videos
• YouTube content and software tutorials
• Short-form videos, Reels and social content
• Captions, callouts, audio cleaning and color correction
• Large video-library organization and batch processing
My previous Upwork work includes complete online-course production and the preparation and editing of a database containing approximately 130 videos. This experience allows me to combine technical AI development with clear visual storytelling.
I work with Python, YOLO, OpenCV, PyTorch, TensorFlow, FFmpeg, Adobe Premiere Pro and After Effects.
You can expect clear communication, organized delivery, careful testing and practical documentation. Send me your requirements, sample images, dataset, video files or raw footage, and I’ll recommend the most suitable approach for your project.
Steps for completing your project
After purchasing the project, send requirements so Zeeshan can start the project.
Delivery time starts when Zeeshan receives requirements from you.
Zeeshan works on your project following the steps below.
Revisions may occur after the delivery date.
Requirements and Media Review
I review your sample videos, required processing operations, output formats, expected volume and deployment environment. I confirm the final scope before development begins.
Workflow and API Design
I design the processing workflow, API endpoints, job structure, media presets and output organization according to the approved requirements.