Woyce
An AI-powered job discovery platform that analyzes resumes, automatically searches company career pages and job-board APIs, scores opportunities based on candidate profiles, and delivers personalized job recommendations through a web dashboard and daily email digests.
Live job postings processed daily
An AI-powered job discovery platform that analyzes resumes, automatically searches company career pages and job-board AP…
Minimum AI match threshold
An AI-powered job discovery platform that analyzes resumes, automatically searches company career pages and job-board AP…
Automated job discovery
An AI-powered job discovery platform that analyzes resumes, automatically searches company career pages and job-board AP…
The AI Job Alert System streamlines the job search process by combining resume intelligence, AI-powered job matching, career-site crawling, and live job-board integrations. Users upload their resume once, after which the platform builds a structured candidate profile, continuously searches company career pages and external job APIs, ranks matching opportunities using AI, and automatically delivers personalized job alerts every day.
We validated every challenge before writing production code. The right column shows the pain points we tackled head-on and how we approached each one.
Developed an AI-powered crawling workflow that intelligently discovers careers pages, validates extracted job listings, retries incomplete searches, and combines results with live job-board APIs for complete coverage.
Implemented AI-based resume matching, duplicate detection, relevance scoring, freshness filtering, and multi-source validation to deliver only high-quality personalized job opportunities.
The instinct on complex projects is to rebuild everything from scratch. We pushed back. A full rewrite often means months of regressions while engineering rebuilds features that were already working.
We mapped the existing workflow against actual usage. The result was clear: a small set of features accounted for the majority of user time. We rebuilt the core, shipped fast, and extended outward.
On the technical side, we made clear decisions early and held them. The right column shows what we chose, and why.
Custom AI Resume Parsing — built for this product's exact needs and data model.
Generic SaaS tool that would require heavy workarounds and compromise the user experience.
Custom Candidate Profile Generation — built for this product's exact needs and data model.
Generic SaaS tool that would require heavy workarounds and compromise the user experience.
Custom Career Site Management — built for this product's exact needs and data model.
Generic SaaS tool that would require heavy workarounds and compromise the user experience.
Custom Live Job Board Integration — built for this product's exact needs and data model.
Generic SaaS tool that would require heavy workarounds and compromise the user experience.
Every feature was scoped and delivered with a focus on speed, reliability, and getting out of the user's way.
Upload PDF or DOCX resumes and automatically extract structured candidate information including name, email, phone number, location, current role, skills, education, experience, and professional summary.
Automatically creates a searchable candidate profile from resume data and stores it securely for future job searches.
Add, edit, organize, and manage custom company career pages that the AI agent continuously monitors for new job opportunities.
Automatically fetches recent job postings from Adzuna and JSearch APIs, including listings aggregated from LinkedIn, Indeed, and other major job platforms.
AI intelligently visits career websites, detects job listing pages, explores multiple hiring URLs, and extracts only verified job openings without generating fictional positions.
Compares every discovered job against the candidate's resume using AI, evaluating skills, experience, seniority, and relevance to calculate an accurate compatibility score.
Filters outdated jobs, removes duplicate postings, and keeps only recent opportunities with strong relevance, ensuring users receive high-quality recommendations.
Performs automatic validation to ensure every configured career site and job-board source has been searched before returning recommendations.
Displays ranked job opportunities with AI-generated match scores, company information, posting dates, locations, and direct application links.
Runs scheduled searches every night, discovers newly posted jobs, and sends personalized email digests containing fresh matching opportunities.
Tracks every scheduled email delivery, skipped execution, and failure with complete logs available inside the application dashboard.
Cron-based automation continuously scans career websites and job-board APIs without requiring manual user interaction.
We benchmark before we touch anything. Every metric was logged before we wrote a line of production code.
We ship fast. Talk to us about your product idea and we'll tell you exactly how we'd approach it.
