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I need an end-to-end system that automatically turns raw assets or simple prompts into polished, short-form videos ready for TikTok, Instagram Reels, and YouTube Shorts. The core requirement is automated video generation; no manual timeline editing should be necessary. The AI should pull together text, images, stock clips, transitions, captions, and royalty-free music to produce engaging social media content that looks human-edited. Scope of work • Build or fine-tune the underlying AI models (computer vision, NLP, text-to-speech where helpful) in Python or Node, leveraging libraries such as PyTorch / TensorFlow, OpenAI, ffmpeg, MoviePy, or similar. • Design a lightweight web interface (React, Vue, or plain HTML/JS is fine) where I can paste a script or upload assets and immediately preview the generated video. • Implement aspect-ratio presets (9:16, 1:1, 16:9) and automatic resizing so clips are social-platform compliant. • Include basic brand customisation: logo watermark, colour palette, and a font pair that can be swapped in settings. • Provide a step-by-step README that lets me install dependencies, run the generation pipeline locally, and deploy to a small VPS or AWS/GCP instance. Deliverables 1. Source code repository with clean, well-commented modules. 2. Trained/finetuned model weights or clear instructions for retraining. 3. Front-end interface bundled for one-click deploy. 4. Five sample social videos generated by the system (MP4 or MOV). 5. Documentation covering setup, usage, and a brief architecture overview. Acceptance criteria • A single command or button produces a complete video without manual editing. • Rendering time for a 30-second clip stays under three minutes on an RTX-level GPU. • Output passes standard platform checks (file size, codec, resolution). • Codebase lint-clean and free of hard-coded keys or paths. I’m flexible on frameworks as long as the final result meets the above requirements and can be extended later for additional templates, languages, or voiceovers. Let me know if any part of the pipeline needs clarification.
Project ID: 40744810
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140 freelancers are bidding on average $51 USD/hour for this job

Hello — for this generator I’d build the rendering pipeline first, then wrap it with a thin UI, because your hard requirement is one-click video creation under 3 minutes for a 30-second clip. The safest approach is Python for orchestration and media logic, ffmpeg/MoviePy for assembly, and a React preview app, with Node only where an API layer helps deployment and queueing. - MVP: prompt/assets in, styled short video out with no timeline editing. - Backend: Python pipeline + FastAPI, PostgreSQL for jobs, presets, brand settings. - Frontend: React SPA for upload, preview, render status, and downloadable outputs. - Core modules: asset selection, caption/TTS sync, format presets, final ffmpeg export. I’d set this up so model-heavy steps stay swappable later for new voices, languages, and templates without rewriting the render flow. I can start by defining the pipeline stages and the render contract for each module. Do you want this built greenfield or inside an existing codebase? Roman
$50 USD in 7 days
10.0
10.0

Hello, I am Dr. Rajesh Rolen, PhD in Computer Science & Engineering, with experience of over 20+ years in PHP, JavaScript, HTML, Node.js, Python As a preferred freelancer in the top 1%, I have done 400+ projects here on freelancer.com, I have 4.9 ratings out of 5 on average, which showcases my quality of work and timely delivery. Key Highlights: - Free Hosting Support on the Cloud or any desired platform. - Free 3 months of post-delivery support to ensure that our client doesn’t face any challenges after the launch of the project. - Free Dedicated tester on projects to ensure quality delivery, so clients don’t need to act as a tester. - 10+ Years experience UI/UX team to ensure intuitive UI. Portfolio: https://www.freelancer.com/u/Microlent Please open the chat and send me a message, so we can have a more detailed discussion about the project to give you the project timeline and cost. Thank you for considering my services. I look forward to engaging in a productive conversation and understanding how I can be of assistance in bringing your project to life. Regards Rajesh Rolen
$50 USD in 40 days
9.5
9.5

Hi — Elias here from Miami. I understand you’re looking to develop an AI-driven social video generator. This tool aims to transform raw assets or simple prompts into polished video content, which can be quite impactful for user engagement. What usually matters most here is ensuring the system can handle scalability and maintainability. A common issue in projects like this is managing the complexity of video processing and AI model integration. The tricky part is usually ensuring that the system remains flexible for future expansions and adapts to varying content types. My approach would involve structuring a modular architecture that separates video processing from AI model handling. This would enhance both stability and maintainability. I’ve worked on similar platforms where we integrated AI for content generation, focusing on reliability and user experience. A few questions to better understand the scope: Q1 – What specific user roles and permissions do you envision for this platform? Q2 – How do you plan to handle integrations with existing content management systems? Q3 – What are your scaling expectations in terms of video output and user load? Happy to go through the details and suggest the best technical approach. Looking forward to hearing from you.
$50 USD in 30 days
8.9
8.9

Hi, CnEL India can build your automated AI social-video generation system with a lightweight interface and modular rendering pipeline. Our methodology: * Define the prompt/asset-to-video workflow and output requirements. * Build a React-based interface for scripts, asset uploads and video preview. * Develop the generation pipeline using Python/Node.js with suitable AI services and media-processing libraries. * Automate text, images, stock clips, captions, transitions and royalty-free music assembly. * Create reusable templates for 9:16, 1:1 and 16:9 outputs with automatic resizing. * Add configurable logo watermark, colors and font settings. * Use FFmpeg-based rendering and optimization for platform-compatible MP4 output. * Add validation, error handling and modular components for future templates/languages/voiceovers. * Keep API keys, paths and configuration outside source code. * Test generation, rendering time, output quality and platform compatibility. * Generate five representative sample videos. * Provide clean source code, model/configuration setup and local/VPS/cloud deployment documentation. * Optimize the pipeline against the specified RTX-class performance target. We would first validate the AI/media pipeline and rendering environment, then build the generator in milestones and benchmark the complete automated workflow before delivery.
$50 USD in 80 days
9.0
9.0

Hello, We carefully studied the description of your project and we can confirm that we understand your needs and are also interested in your project. Our team has the necessary resources to start your project as soon as possible and complete it in a very short time. We are 25 years in this business and our technical specialists have strong experience in PHP, JavaScript, Python, HTML, Node.js, Video Editing, AI Model Development, AI Video and other technologies relevant to your project. Please, review our profile https://www.freelancer.com/u/tangramua where you can find detailed information about our company, our portfolio, and the client's recent reviews. Please contact us via Freelancer Chat to discuss your project in details. Best regards, Sales department Tangram Canada Inc.
$50 USD in 5 days
9.1
9.1

Hi there, I can build your automated short-form video generation system from script to final social-ready MP4, integrating robust backend media processing with a clean React web interface for instant previews and rendering. With my strong background in full-stack development, Node.js backend architecture, and AI API integrations, I will structure the processing pipeline using reliable tools like Python, ffmpeg, and MoviePy to stitch together text, images, stock media, and text-to-speech seamlessly without requiring manual timeline editing. I will ensure the system supports dynamic aspect-ratio presets for TikTok, Instagram, and YouTube, alongside easy brand customization for watermarks, color palettes, and fonts. The resulting codebase will be modular, clean, and well-commented, complete with a step-by-step README for local testing and smooth deployment to your preferred cloud instance. The architecture will also remain flexible so you can easily extend it with new templates or languages down the road. If you would like to discuss the workflow or specific API integrations, feel free to reach out. Looking forward to working with you
$50 USD in 30 days
7.9
7.9

Hello, I understand the workflow you’re looking to build: paste a script or upload raw assets, let AI create and preview the video, adjust or re-upload assets, regenerate when needed, and export TikTok 9:16, Instagram Reels 9:16, and YouTube Shorts 9:16, plus 1:1 square and 16:9 landscape versions for other social channels and web use. I’d start with an implementation-first discovery phase to define the scene schema, asset flow, rendering pipeline, and MVP template, then validate the prompt-to-video flow and <3-minute rendering target before scaling. Let’s map the MVP workflow, select the right AI/rendering stack, and build the first working prototype. Best, Niral
$50 USD in 40 days
8.1
8.1

Hi, I can help you with "AI Social Video Generator" as per your given project description. We can discuss more in detail during a chat conversation when you are available. I've worked on many PHP projects in recent times. So I am confident on achieving your expected Goals. Please initiate a communication thread to discuss further and start with the project. ⭐ 5.0/5 from a recent client: "Good work delievered thank you for your patience" Final timeline and cost will be confirmed in chat after a complete understanding and documentation of the project expectations in detail.
$50 USD in 1 day
7.6
7.6

Hello!, This is James from Hollywood... I read your project carefully. The real pain point here is not just “making videos” but building a reliable end-to-end system that can take raw assets or simple prompts and consistently turn them into polished, social-ready videos without a lot of manual work. That’s exactly the kind of workflow I build. My approach would be: 1. Map the full pipeline: input assets, prompt handling, scene generation, captions, voice, music, and branding. 2. Build the AI orchestration layer in Python/Node.js so the system can generate structured video outputs automatically. 3. Add the editing layer for trimming, sequencing, subtitles, transitions, and export-ready formatting. 4. Test with real sample inputs, then refine for speed, quality, and repeatability. I’m the kind of person who pays attention to the small details that make the difference between a demo and something you can actually use. If you want this done properly, I’ll treat it like a product, not just a script. A few relevant examples: - short-form ad generator for a wellness brand - automated product video pipeline for a small e-commerce store - AI content repurposing tool for a marketing team - Python/Node workflow that assembled branded social clips from raw media Quick questions: 1. Do you want the system to generate videos from text prompts only, uploaded assets only, or both? 2. Should it support voiceover, subtitles, and brand templates from day one? 3.
$50 USD in 20 days
7.2
7.2

I understand, we can build the automated video generation pipeline so a script or set of assets can go directly to a finished short form video without manual timeline editing. We can handle asset selection, scene composition, captions, transitions, voiceover, royalty free music, branding, and FFmpeg based rendering, with a lightweight React or Vue interface for generation and preview. We’ll structure the pipeline modularly so new templates, languages, voices, and generation models can be added later, while keeping GPU rendering efficient and the setup reproducible locally or on a VPS or cloud server. 1. Should the system generate visuals from text when supplied assets are missing, or only assemble images and clips provided by the user? 2. How should the AI decide scene timing, captions, transitions, and music based on the script, and do you already have example videos that represent the desired editing style? 3. Will the initial version use a fixed set of licensed stock sources and music libraries, or should we build the asset selection layer to support multiple sources?
$50 USD in 40 days
6.7
6.7

Hello!⚡ Thank you for posting your AI Social Video Generator project. A one-click pipeline that turns a script or raw assets into polished Reels, TikToks and Shorts is exactly the kind of AI video build I do. I recently built a Python and FFmpeg pipeline that turns a prompt into a captioned, voiced 9:16 short. How I'd approach yours: 1. LLM splits each script into scenes with hooks, text, B-roll keywords and timings 2. CLIP ranks your uploads and Pexels/Pixabay stock clips per scene; TTS voiceover optional 3. Word-level captions with WhisperX, beat-matched royalty-free music and auto-ducking 4. FFmpeg render with NVENC: 9:16, 1:1 and 16:9 presets, smart crop, brand logo, colours and fonts 5. React web app: paste a script or upload assets, preview and download 6. Docker one-command deploy, a README, 5 sample videos, and lint-clean code with keys in .env I'll give you videos that look hand-edited without the editing, and make this a success with you. Thanks. Hassan
$50 USD in 40 days
6.6
6.6

I can build your automated short-form video generation system using Python for the backend pipeline and React for the lightweight web interface. My approach involves orchestrating OpenAI for script processing, text-to-speech engines, and MoviePy with FFmpeg for programmatic video assembly, transitions, captions, and rendering. The system will include aspect-ratio presets for 9:16, 1:1, and 16:9, automatic resizing, and brand customisation options like logo watermarks, color palettes, and fonts. I will ensure the pipeline handles raw assets and prompts seamlessly with a single-command local run and a clean web preview, keeping rendering times for a thirty-second clip well under three minutes. You will receive a fully commented source code repository, bundled front-end, five sample MP4 videos, and a step-by-step README for local and AWS or GCP deployment, with all code kept lint-clean and free of hard-coded keys. Let's discuss the technical details to get started.
$50 USD in 7 days
6.1
6.1

Hey! I see you need an AI Social Video Generator that transforms raw assets into polished videos. That’s a cool project! With my background in PHP, Python, and AI model development, I can build a robust end-to-end system that meets your needs. I’m all about creating efficient solutions and would love to help bring your vision to life. Looking forward to discussing this further!
$50 USD in 30 days
6.6
6.6

Hello, I understand the need for an AI-driven system to automate the creation of engaging social media videos for platforms like TikTok, Instagram Reels, and YouTube Shorts. With over a decade of experience in PHP, JavaScript, Python, HTML, Node.js, and video editing, I am confident in my ability to deliver a solution that meets your requirements. Drawing from my portfolio of successful AI model development projects, I propose to build and fine-tune the necessary AI models in Python, incorporating computer vision and NLP techniques. I will also create a user-friendly web interface for easy video previewing and customization. By providing a clear step-by-step README guide, I will ensure seamless installation and deployment. I look forward to discussing how my expertise can bring your AI Social Video Generator project to life. Let's connect and explore the possibilities further.
$50 USD in 40 days
6.3
6.3

Hello, I can build an automated pipeline that turns a script and supplied assets into branded short-form videos, with captions, optional voiceover, music, previews, and 9:16, 1:1, and 16:9 exports. I’d connect existing AI services where they help, then use a predictable rendering pipeline so the output is repeatable and doesn’t depend on manual timeline editing. The first release would include a lightweight web interface, reusable brand settings, a one-click generation workflow, five sample videos, and setup/deployment documentation. I’d benchmark rendering on your target RTX GPU early and report results against the 30-second/three-minute goal. Custom model training would only be added if the initial workflow shows it is needed. My estimate is 80 hours over four weeks at $60/hour. I’m ready to start with a scoped first milestone.
$60 USD in 40 days
6.0
6.0

Hello, "AI SOCIAL VIDEO GENERATOR" - you need raw assets or a simple prompt turned into polished social videos without manual timeline editing. The challenge is making the whole pipeline feel automatic while keeping the output natural, consistent, and platform-ready. I’ll build a reliable workflow that combines your inputs, generates the content, renders the video, and produces a finished result from one action. I’ll handle the Python/Node pipeline, AI model integration, text-to-speech, captions, asset composition, FFmpeg/MoviePy processing, responsive interface, aspect-ratio presets, branding controls, and deployment documentation. The architecture will be secure, fast, scalable, and ready for new templates, languages, and voiceovers across desktop and mobile. I’ve worked with Python, Node.js, AI model development, AI content generation, text-to-speech, audio processing, AWS, and full-stack systems. That experience fits building an extensible automated video-generation pipeline. Best regards Aleksandar
$55 USD in 40 days
6.2
6.2

With over half a decade of web and mobile app development experience using technologies such as HTML, CSS, JavaScript, Node.js among others, I am well-suited to take on your AI Social Video Generator project. My versatile technical skill-set includes developing both front-end and back-end solutions, API integration, database management, performance optimization- all requirements that align remarkably well with your project goals. I understand the importance of clean, optimized and maintainable code in large-scaled projects like yours. It enables easier troubleshooting, more streamlined updates and crucially enhances user experience- in this case, ensuring smooth video generation processes on the platform. My aim is not just to design functional software systems but to ultimately deliver value to my clients through efficient end-to-end support. Furthermore, as an adaptable problem-solver, I appreciate the need for scalable architectures that are easily extensible. This mindset empowers me to develop systems that can be upgraded or customized to include new templates or functionalities should you require so in the future. With my blend of technical efficiency and passion for turning ideas into reality, I am confident that I can create something truly amazing and fitting for your needs. Let's discuss your project further!
$50 USD in 40 days
5.8
5.8

Hi, I understand you're looking to create an end-to-end system that can automatically generate short-form videos suitable for platforms like TikTok, Instagram Reels, and YouTube Shorts. The focus is on an automated process that efficiently utilizes text, images, stock clips, transitions, captions, and music without manual editing. A significant challenge in this project is ensuring that the AI seamlessly integrates various media elements to produce coherent and engaging videos. My approach would involve developing a robust algorithm capable of intelligently selecting and arranging these elements based on predefined themes or prompts. Prioritizing stability and scalability will be crucial to handle varying content types and formats. In terms of relevant experience, I have extensive expertise in developing AI-driven content systems using Python and Node.js, which are essential for handling multimedia processing and automation. Q1 – What specific types of raw assets or prompts will the AI need to handle? Q2 – Are there any particular themes or styles the videos should adhere to? Q3 – How do you envision the AI handling updates to content libraries for images, clips, and music? Looking forward to hearing from you.
$50 USD in 7 days
6.0
6.0

hi, i can build this as an automated video generation pipeline where you provide a script or raw assets and get a finished short video without touching a timeline. i have experience with Python, AI workflows, OpenAI, image and text processing, ffmpeg, video automation and React interfaces. i can handle script processing, asset selection, captions, transitions, voiceovers, royalty free music, branding and automatic formatting for 9:16, 1:1 and 16:9. i’ll keep the generation pipeline modular so new templates, languages and voices can be added later. the system will also include local setup, GPU rendering, deployment instructions and five sample videos for testing. do you already have a preferred stock media and voice provider, or should i build the pipeline around suitable APIs? let’s have a quick call to go through the generation workflow and sample output you have in mind. Mughiraa
$50 USD in 40 days
5.5
5.5

==== Hi - Truong here ==== "AUTOMATED AI SOCIAL VIDEO GENERATION" - you need one pipeline that turns a prompt or raw assets into a finished short video without manual timeline editing. I’d split the pipeline into content planning, asset selection, voice/captions, and FFmpeg rendering so each part can be replaced or extended later. The key performance issue is keeping the 30-second render under three minutes, so I’d avoid unnecessary re-encoding and process assets in parallel where possible. Will the RTX-level GPU be available on the same machine running the generation pipeline, or should the system support a separate GPU worker? Looking forward to work with you.
$50 USD in 40 days
5.7
5.7

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