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HOW IT WORKS (FOR MACHINE LEARNING ENGINEER)

Supafast, Supaeasy

1
Upload resume or write
Drop your resume/CV or just write about yourself. Our system will instantly analyze
2
Tweak with AI
Edit your website and generate new sections by chatting with our powerful AI Agent
3
Publish for free or go Pro
Go live instantly. Upgrade later for your own domain and extras.

Made with Butternut

Explore what users are building

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CAREER BREAKTHROUGH

Why Machine Learning Engineers Need a Professional Portfolio Website

In today’s AI-powered world, ML engineers face three critical challenges:

Visibility Problem

Complex models are hard to explain on a resume.

Credibility Gap

Hiring teams need to see implementation, not just libraries used.

Differentiation Difficulty

Everyone lists TensorFlow or PyTorch — few show outcomes.

The Portfolio Revolution

spark

Without a portfolio, ML engineers risk looking academic or non-practical. A well-crafted portfolio solves this by demonstrating data pipelines, model results, and notebooks.

Benefits

The Portfolio Effect

Built for the modern business to engage users

The Portfolio Effect - Professional portfolio showcasing Kattie, a graphic designer with testimonials and benefits

More ML-specific recruiter outreach

Better technical evaluations

Improved interview performance

Portfolio Website vs Resume: What's Better for Machine Learning Engineer?

See why a portfolio website gives you the competitive edge over traditional resumes

Shows live projects
Resume:
Just mentioned
Portfolio:
Interactive demos, Case studies
Tech stack depth
Resume:
Listed only
Portfolio:
Visually explained in context
Recruiter engagement
Resume:
Static text
Portfolio:
Real examples win attention
SEO visibility
Resume:
Not indexed
Portfolio:
Shows up in Google search for your skills
Easy updates
Resume:
Re-export required
Portfolio:
Instant edits via AI
No-code setup
Resume:
Manual formatting
Portfolio:
Built in seconds with Butternut AI
Linkable on socials
Resume:
Requires PDFs
Portfolio:
Just one clean URL

Final Verdict

Resume:Limited Impact
Portfolio Website:🏆 Clear Winner

Launch free. Go Pro for more.

Early access pricing. Limited time.

Monthly
Yearly

Starter Plan

Ship fast. Showcase yourself to the world.

$5/month

Live site on yourname.butternut.ai

AI build from resume or text

Additional 20 AI credits + visual editor

10GB hosting and free SSL

Mobile responsive, backups and maintenance

Automated SEO

Email Support

💡Everything you need to go live.

Most Popular

Pro Plan ✦

Custom domain. No Butternut branding.

$12/month

Connect your domain (or get free custom domain for a year)

Additional 200 AI credits + visual editor

No Butternut AI branding

AI-generated blogs

100 GB fast hosting & free SSL

Mobile responsive

Automated SEO and advanced controls

Integrate Google Analytics and custom scripts

Forms & submissions

Custom code blocks & embeds

Newsletter section to capture leads

Easily embed calendar for scheduling calls

Public gallery (optional): get featured for reach or stay private

Priority support

💡Your domain. Your Branding. Full control.

Frequently Asked Questions

How does Butternut AI turn my resume into a portfolio website?

Upload a resume or simply type a few lines about yourself and our AI portfolio website builder parses the information and designs a responsive website for you. You can refine everything in a visual editor or use the built‑in AI agent for editing.

Is it free to build the portfolio website?

Why is a portfolio site important for ML engineers?

What should ML portfolios highlight?

Does it help with job applications?

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Ready to Build Your Machine Learning Engineer Portfolio?

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