🚀 About the Opportunity
Are you passionate about the intersection of tech, AI, and user experience? This role is perfect for builders who enjoy solving complex problems, thinking creatively, and writing production-ready code.
You’ll be developing an AI-powered tool that transforms videos into captioned GIFs. This system can power meme generators, social media tools, or educational apps that summarize content visually and concisely.
🛠️ What You’ll Work On
- Build a full-stack prototype that turns video inputs into themed, captioned GIFs
- Design a clean UI for users to upload videos and enter prompts
- Use AI transcription (e.g., Whisper) to extract dialogue from videos
- Develop logic to match transcript lines with the prompt theme
- Clip relevant video segments based on transcript content
- Overlay subtitles accurately on clipped segments
- Convert processed clips into optimized GIFs
- Present final outputs in a seamless, user-friendly interface
- (Bonus) Suggest improvements or creative AI-based enhancements
🧠 What You’ll Need
Languages & Frameworks:
- Python, JavaScript/TypeScript
- React.js (or any frontend framework you’re comfortable with)
- Flask, FastAPI, or Node.js for backend/API
AI & NLP:
- OpenAI Whisper or similar transcription tools
- Prompt-based filtering and sentence ranking
- Basic NLP for contextual matching
- FFmpeg or MoviePy for video processing and caption overlay
- GIF creation libraries (e.g.,
imageio,Gifsicle) - YouTube Data API for video metadata (optional)
DevOps & Tooling:
- Git & GitHub for version control
- Optional deployment: Vercel, Netlify, or Streamlit
- API testing: Postman or Swagger
- File upload handling