Building Your ML Portfolio
Hosting & Showcasing Your Work
5 min read
Where to Host ML Projects
GitHub (Must Have)
- Store all code
- Use GitHub Actions for CI/CD
- Pin top 3 projects on profile
HuggingFace Spaces (For Demos)
- Free hosting for Gradio/Streamlit apps
- Great for LLM/NLP projects
- Integrated with model repository
Render / Railway (For APIs)
- Free tier for FastAPI deployments
- Auto-deploy from GitHub
- SSL certificates included
Personal Portfolio Website Best platforms:
- GitHub Pages (free, custom domain)
- Vercel (free, Next.js optimized)
- Netlify (free, great for static sites)
Portfolio Website Structure
Homepage:
- Brief intro (2-3 sentences)
- Links: GitHub, LinkedIn, Email
- Call-to-action: "View Projects"
Projects Page: Each project card should have:
- Project title and 1-sentence description
- Tech stack badges (Python, PyTorch, Docker)
- Live demo link + GitHub repo
- Screenshot or GIF
About Page:
- Background and interests
- Skills (Python, ML frameworks, cloud)
- Currently learning
- Contact information
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