CareerKor.
CareerKor is a full career operating system I built myself: a candidate suite for resumes, cover letters, SOPs, ATS scoring, applications, interviews, and portfolios; a hiring platform for organizations; and an admin layer for managing growth, content, credits, users, and platform operations.
Career Tools Across the Whole Journey
From writing and optimizing documents to tracking applications, preparing interviews, and supporting hiring teams.
The Challenge
Career software is usually fragmented: one tool for resumes, another for cover letters, another spreadsheet for applications, separate interview practice, and disconnected hiring workflows for companies.
- Repeatedly rewriting career materials for every role
- Losing track of applications, follow-ups, and interview preparation
- Not knowing why a resume fails ATS or misses job requirements
- Recruiters managing candidates, screening, and workflows across scattered tools
- Needing platform operations, monetization, content, and user support in one private product
The Solution
I built CareerKor as one product surface where candidates can run their entire application process from a single career profile, while organizations get a hiring workspace and the platform has its own admin, content, credit, and operations systems.
- Built and shipped a large private product end-to-end across candidate, recruiter, admin, and mobile surfaces
- Unified resume generation, ATS optimization, cover letters, SOPs, interviews, portfolios, and application tracking
- Added organization hiring workflows, job boards, screening questions, AI scoring, and candidate pipeline management
- Created admin operations for subscriptions, credits, reports, content, campaigns, monitoring, and platform governance
Product Surface Area
Candidate Career Suite
Complete user workspace covering career profile, dashboard, resumes, cover letters, SOPs, templates, public portfolio pages, notifications, reports, pricing, and account flows.
Resume Builder & PDF Export
Structured resume editor with AI-assisted writing, live preview, template selection, section management, print views, downloads, uploads, analysis, and reusable profile data.
ATS Score & Optimization
Resume-to-job compatibility scoring, keyword and skills matching, formatting checks, strengths, gaps, and clear recommendations for improving application quality.
Application Tracker
Kanban-style job search board with application records, statuses, follow-up organization, pipeline visibility, and integration with AI resume creation.
Cover Letter & SOP Workspaces
Dedicated editors for role-specific cover letters and statements of purpose, with generation, editing, preview, export, and print-ready document flows.
Mock Interview Coach
Interview practice surface with session setup, live practice, transcript history, feedback, and career-coach style preparation modes.
Hiring Platform
Organization profiles, team roles, job posts, public job board, candidate applications, workflows, screening questions, pipeline views, and recruiter collaboration.
AI Candidate Evaluation
Recruiter-side candidate scoring, skills and experience breakdowns, missing-skill visibility, advanced filtering, saved filters, and manual review controls.
Super Admin Operations
Internal operations suite for users, subscriptions, credits, reports, organizations, job post moderation, monitoring, maintenance, revenue visibility, and system health.
Content, PSEO & Campaigns
Admin tooling for blog/content management, programmatic SEO content, email campaigns, social media planning, and AI-assisted content workflows.
Technology Stack
Highly specialized modern technology stacks utilized to achieve system goals.