portofy.net
AI SaaS Platform Generating Verified Digital Portfolios Directly from CVs
Project Overview
Portofy helps developers, freelancers, and students create verified digital portfolios instantly — leveraging AI models that parse, analyze, and generate portfolio sections from CVs.
- —Instant extraction of unstructured PDF resumes into structured portfolio data entities in seconds.
- —Fluid reactive builder powered by React and TypeScript for live previewing themes and sections.
- —Public vanity subdomain hosting (portofy.net/username) orchestrated on Google Cloud Run.
- —Secure enterprise authentication via Google OAuth 2.0 and cryptographically signed JWT sessions.
The Challenge
Building a digital portfolio typically requires days of manual design and coding, while conventional parsers consistently fail on complex multi-column resume PDFs.
- —Extreme variation in resume layouts (multi-column tables, visual icons, non-linear timelines).
- —Non-technical creators get overwhelmed by complex web builders without an instant reactive interface.
- —Public portfolio pages require near-instant global delivery and zero cold-start lags.
- —Media storage and credential isolation must adhere to strict zero-trust principles.
The Solution
Engineered an end-to-end SaaS architecture pairing a Golang Clean Architecture backend with an intelligent LLM extraction engine and reactive React editor.
- —Context-aware extraction engine structuring competencies, career milestones, and certifications.
- —Modular visual builder supporting live schema updates, custom ordering, and instant theme swaps.
- —High-throughput Golang backend implementing Clean Architecture on serverless Google Cloud Run.
- —Reproducible Dockerized environment with automated multi-stage builds and zero-downtime rollouts.
Key Features
Functional capabilities built to solve core user and operational friction.
AI Resume Parsing Engine
Parses complex PDF resumes in seconds, auto-structuring bio, chronology, and technical proficiencies.
Live Dynamic Editor
Instant side-by-side editing and preview without full page reloads, optimized for lightning-fast feedback.
Multi-Theme Engine
Curated modern themes (Minimalist, Dark Cyber, Editorial) toggleable instantly without data loss.
Vanity URL Subdomains
Every creator receives a clean, shareable vanity address (portofy.net/username) for recruiters and clients.
Google Cloud Run Scalability
Golang container runtime running serverless on GCP Cloud Run with tiny memory footprint and auto-scaling.
Enterprise Auth & Security
Frictionless one-click sign-in via Google OAuth 2.0 backed by signed, encrypted JWT session tokens.
System Architecture
Architectural patterns, backend performance paradigms, and key design decisions.
Engineering Process
Development lifecycle from modeling to production deployment.
Schema Modeling & AI Extraction Pipeline
Defined structured JSON resume schemas and prompt engineering pipelines for robust CV parsing.
- —Resume entity normalization into structured JSON
- —Error resilience for corrupted PDF inputs
- —Design token & theme architecture mapping
Golang Backend & Auth Engineering
Implemented Clean Architecture REST endpoints, OAuth session orchestration, and database layers in Go.
- —Strict Handler, UseCase, and Repository layering
- —Google OAuth 2.0 validation & signed JWT lifecycle
- —Indexed database queries & memory caching
Cloud Run Deployment & UI Polish
Shipped container runtime to Google Cloud Run with vanity domain routing and Core Web Vitals audit.
- —Multi-stage Docker build pipeline
- —Automated SSL certificates and vanity routing
- —Responsive mobile viewport optimization