Long video to Short video

@kamran2012

I can help with this, I will build the full AI backend — video highlight detection, transcription, clip generation, and virality scoring — and expose documented REST endpoints your React front-end can consume directly. My approach: FastAPI backend with ffmpeg for video processing, Whisper for transcription, and a highlight detection pipeline that analyzes transcript sentiment, visual energy, and audio peaks to isolate the strongest moments. For virality scoring, I will combine engagement heuristics — hook strength in the first 3 seconds, pacing, caption keyword relevance — into a weighted score per clip. YouTube intake will use yt-dlp for reliable extraction. The whole stack will deploy via Docker with a single compose command and env-based key injection for OpenAI, AWS S3, and any other services. Looking forward to your response. Best regards, Kamran

@qasaryome

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@mubeenm5026

With a project as exciting and impactful as bringing AI capabilities to your SaaS front-end for Shorts, you need an experienced team like Web Crest by your side. With over a decade in the business, we've honed our skills in developing intelligent systems and integrating them seamlessly with existing platforms -- exactly what you're looking for. Our approach is centered around practical innovation, creating products that not only look good but perform exceedingly well. In terms of technical prowess, we excel in AI development using Python, FastAPI, LangChain, and ffmpeg. We can use these to achieve your desired features of AI video editing, transcription, and content recommendation. Our plan involves a well-architected system utilizing reliable AI/cloud services like OpenAI and AWS. Trust us to provide comprehensive documentation (Postman or Swagger) and accessible endpoints for easy integration into your existing React front-end. And of course, we'll ensure plug-and-play functionality with single install script and drop-in environment variables for your convenience.

@ixorawebmob

Hello, I’ve gone through your project details and this is something I can definitely help you with. I have 10+ years of experience in mobile and web app development, working with technologies including PHP, HTML, Python, and AI frameworks. My focus on clean architecture ensures that the video conversion feature will run smoothly and efficiently. I will first review your requirements and suggest the most effective technical approach, ensuring that your website can seamlessly handle video uploads and conversions while providing a user-friendly experience. Here is my portfolio: https://www.freelancer.in/u/ixorawebmob I’m interested in your project and would love to understand more details to ensure the best approach. Could you clarify: 1. Do you have specific features in mind for the short video conversions? 2. Will there be any integration with third-party APIs or platforms? 3. What is your expected timeline for completion? 4. Are there any reference websites you admire? Let’s discuss over chat! Could you clarify what specific features you envision for the short video conversions? Regards, Arpit Jaiswal

@Srashtasoft

Hi there, I have read your project requirement. You need a platform that converts long YouTube videos into short, engaging clips, making it easier to create content for social media or quick consumption. I can help enhance and scale your existing solution by improving video processing, UI/UX, automation, and performance, ensuring a smooth and efficient user experience. A few questions before we proceed: ============================= Which technology stack is your current platform built on? Do you want AI-based auto-clipping (highlights detection)? Will users need login, storage, or export features? Do you plan to monetise this platform (subscription, credits)? Best Regards, Srashtasoft Team

@Rupal878

I’d approach this with a FastAPI-based backend, keeping things clean and scalable from day one. For video processing, I’d combine FFmpeg with scene detection to extract meaningful clips, then layer in AI for highlight selection. Transcription can be handled with Whisper or Deepgram depending on speed vs accuracy needs, and I’d generate a practical virality score using a mix of content signals (hook strength, pacing, captions, etc.). Everything would run through async workers so uploads don’t block the system, and exposed via well-documented REST APIs that plug straight into your React frontend. Before we proceed, I’d like to clarify a few things: What matters more initially,processing speed or clip quality? Do you have a preferred cloud setup (AWS/GCP) or should I choose the stack? Any expected volume at launch so I can plan scaling properly? Looking forward to hearing back from you and discussing this in the chat. Portfolio: https://www.freelancer.in/u/Rupal878 Rupal Saini

@netswaptech2811

Hello Have a nice Day____!! I’ll transform your existing SaaS UI into a fully functional AI product by building a scalable backend that handles video processing, transcription, and smart clip generation. Using a stack like FastAPI + ffmpeg + AI APIs, I’ll create clean REST endpoints that seamlessly plug into your React frontend without UI changes. The system will process videos, detect highlights, generate captions, and assign virality scores using AI models and heuristics. Flow: Upload/YouTube link → backend processing → clip generation → captions + scoring → API response → dashboard display. I’ll ensure all services are well-documented (Swagger), deployable, and optimized for performance with async processing. End result: a production-ready, plug-and-play AI Shorts Generator with clean integration and scalable architecture. Thanks Swapnil.

@DigitalNightOwl8

Hello Already have something live to show you I am professional mobile software engineer with skills including Web Design, PHP, Website Development, Content Writing, Elementor, HTML, WordPress and Website Design. Please send a message to discuss more about this project. Always happy to hear from you Thanks

@abdf2010

Hello, I am interested in your project, Integrate AI Backend for Shorts. I've successfully completed projects involving PHP, Python, Website Design before. Happy to discuss the details whenever works for you.

@drtaimoor

Hi, this sounds like an interesting project, especially with the growing demand for short-form content (Reels, Shorts, TikTok). I’d be interested in understanding your platform in more detail and how it currently processes videos. I have experience working with video processing workflows, content automation, and UI/UX improvements, and I can help you enhance your platform by improving clip selection logic, subtitle generation, formatting for different platforms, and overall user experience. If needed, I can also assist in optimizing performance, adding AI-based highlight detection, or improving output quality so the generated shorts feel more engaging and ready for social media. Happy to explore collaboration—whether it’s improving the product, testing it, or helping you scale it further. Let’s connect and discuss how I can contribute.

@artur1992123

Hi there! I'm Artur, full-stack developer since 2011 with 6+ years of AI/ML backend work, FastAPI, LangChain, video processing, and production deployments. I can build your AI Shorts backend fast and solid. I'll architect a clean FastAPI service that handles video ingestion (ffmpeg) - AI highlight detection (LangChain + OpenAI), transcription (Whisper API). virality scoring. All endpoints documented in Swagger, deployed on a test server you can hit immediately. Single install script, env-based config, plug-and-play integration with your React frontend. I work with advanced automation and AI-assisted workflows, so I can deliver this faster than typical estimates while keeping quality high. I'm building my Freelancer reputation and can offer a competitive rate, ₹750 000 for full delivery, because a strong review here matters to me. You get production-ready code - I get the portfolio proof I need. Share your preferred AI services (OpenAI, AWS, etc. ) and I'll outline the exact architecture and timeline in my next message.