I own the full product lifecycle for AI and SaaS products.

The Challenge

Job seekers struggle with generic AI advice and scam postings. I built a platform that enforces strict product principles: no invented jobs, candidate data privacy, and real-time data computation.

Key Features

• AI mock interviewer with voice and video feedback.
• Job index pulling from 400+ career systems hourly.
• Public question library covering 435 companies for SEO.

The Challenge

Professionals need portfolios but lack the time or technical skill to build them. I prioritised 6 template personas based on user research with coaching clients.

Key Features

• Resume-to-site generation in under 40 seconds.
• Freemium model with Stripe checkout integration.
• One-click publishing with custom domain support.

The Challenge

Medical students need safe environments to practice high-stakes consultations. I fact-checked 112 clinical items against reference chapters for a medical-school pilot.

Key Features

• 60 stations and 57 drills with a 12,206-question bank.
• 3D anatomy atlas integration.
• Cost-efficient reliability model with voice/text fallbacks.

Timeline

October 2026

Team

Folio Team, Scott (Coaching)

Tools

Next.js 16, Supabase, Google Gemini, Stripe, Vercel

Users

Job seekers, career changers, senior specialists

Overview

HELO (Folio) is a portfolio generator designed to help job seekers showcase their work. Users upload a résumé, and the system automatically generates a complete personal website—including an about section, experience timeline, and case studies—which can be refined via chat, visual editing, or direct code access.

The Challenge

Résumés often fail to prove problem-solving skills, and traditional website builders are too complex for job seekers who lack design skills or time. Additionally, career changers struggle to translate their experience into the vocabulary recruiters expect.

Goals

• Deliver a credible, high-quality portfolio in minutes from existing materials.
• Ensure factual integrity by grounding AI output in the uploaded résumé.
• Provide easy customization via chat while allowing full code access.
• Support custom domains for professional branding.

The Solution

1. AI-powered résumé parsing into a structured data schema with a grounding pass to verify claims against the original file.
2. Automated generation of a complete website (HTML, CSS, JS) in approximately 40 seconds.
3. A two-pane builder workspace featuring chat-based intent detection for targeted edits to content, style, or layout.
4. A sandboxed publishing pipeline that serves portfolios through a secure frame to protect app data.
5. Integration with Stripe for plan management, including Free, Pro, and Lifetime tiers.

Key Features

• Résumé-to-site generation in under 40 seconds.
• Chat, visual, and code-level editing modes.
• Grounding pass that flags unsupported résumé claims.
• Custom domain verification and attachment.
• Version history and undo/redo functionality.
• Integrated contact form and message inbox.
• Snake game for users to play during the generation process.

The Impact

The platform successfully automates the creation of proof-based portfolios, allowing users to publish professional sites to their own domains.

Links

Live product

Read the PRD

Timeline

October 2026

Team

Folio Team, Scott (Coaching)

Tools

Next.js 16, Supabase, Google Gemini, Stripe, Vercel

Users

Job seekers, career changers, senior specialists

Overview

AGAIN (Folio) is a portfolio generator designed to help job seekers showcase their work. Users upload a résumé, and the system automatically generates a complete personal website—including an about section, experience timeline, and case studies—which can be refined via chat, visual editing, or direct code access.

The Challenge

Résumés often fail to prove problem-solving skills, and traditional website builders are too complex for job seekers who lack design skills or time. Additionally, career changers struggle to translate their experience into the vocabulary recruiters expect.

Goals

• Deliver a credible, high-quality portfolio in minutes from existing materials.
• Ensure factual integrity by grounding AI output in the uploaded résumé.
• Provide easy customization via chat while allowing full code access.
• Support custom domains for professional branding.

The Solution

1. AI-powered résumé parsing into a structured data schema with a grounding pass to verify claims against the original file.
2. Automated generation of a complete website (HTML, CSS, JS) in approximately 40 seconds.
3. A two-pane builder workspace featuring chat-based intent detection for targeted edits to content, style, or layout.
4. A sandboxed publishing pipeline that serves portfolios through a secure frame to protect app data.
5. Integration with Stripe for plan management, including Free, Pro, and Lifetime tiers.

Key Features

• Résumé-to-site generation in under 40 seconds.
• Chat, visual, and code-level editing modes.
• Grounding pass that flags unsupported résumé claims.
• Custom domain verification and attachment.
• Version history and undo/redo functionality.
• Integrated contact form and message inbox.
• Snake game for users to play during the generation process.

The Impact

The platform successfully automates the creation of proof-based portfolios, allowing users to publish professional sites to their own domains.

Links

Live product

Read the PRD