AI Career Intelligence / SaaS
Sakto Ka.
Private career copilot with offline-first ATS resume scoring powered by Python FastAPI, job matching, and real-time voice interview simulations directly in your browser.
What it does
- High-performance Python FastAPI service for instant ATS resume parsing, keyword extraction, and scoring heuristics
- Automated multi-source job discovery, qualification scoring, and keyword gap analysis
- ATS-Standard single-column resume studio compliant with Workday, Greenhouse, Lever, and Taleo parsers
- AI bullet-point enhancer transforming generic duties into metric-driven XYZ achievement statements
- 1-Click role keyword tailoring and gap optimizer for target job descriptions
- AI Interview Prep Coach simulating role-specific technical and behavioral questions using STAR methodology
- Zero data retention architecture ensuring 100% client-side privacy with ephemeral demo session support
- Printable and selectable vector PDF generation directly in the browser
- Real-time light and dark theme mode support with responsive mobile navigation
Background & Purpose
Modern tech hiring workflows subject candidate applications to aggressive Applicant Tracking System (ATS) parsers and demanding multi-stage technical and behavioral interviews. sakto ka was developed as a privacy-first, stateless AI career copilot to give job seekers an end-to-end advantage from discovery to final offer.
Python FastAPI Engine & ATS-Standard Architecture
The platform pairs a responsive Next.js frontend with a high-performance Python FastAPI service to handle deep document parsing, keyword matching algorithms, and semantic ATS compliance heuristics. The system enforces strict single-column formatting, semantic hierarchy, and clean typographical tokens engineered to score 90%+ on parsers like Workday, Greenhouse, and Taleo.
Zero Data Retention & Privacy Architecture
Unlike traditional career tools that scrape and store candidate resumes and personal history, sakto ka operates on a zero-retention model. All state, career histories, and interview simulations remain strictly in client storage with instant session reset capabilities.