Architected & Built with High-Fidelity ATS Grounding, 28,700+ Verified Corporate ATS Portals, Closed-Loop Verifier Feedback, and Playwright Automation.
SPrav Job AI is a local-first, autonomous career intelligence agent. It anchors your career journey against your Master Resume (Ground Truth), continuously scans 28,700+ verified corporate career boards, eliminates hallucinated claims through a multi-pass verifier loop, and enables guided 1-click tailored job applications.
┌─────────────────────────────────────────────────────────────────────────────┐
│ SPRAV™ COMMAND CENTER │
│ (React 18 + Glassmorphism + Live Telemetry + MoE Router) │
└──────────────────────────────────────┬──────────────────────────────────────┘
│
┌──────────────────────────────────────▼──────────────────────────────────────┐
│ AGENTIC PIPELINE │
│ [1. Discovery] ──► [2. Scope Gate] ──► [3. ATS Match] ──► [4. Verifier] │
│ ▲ │ │
│ └────────── 28,700+ Verified Career ATS Boards ────────────┘ │
└──────────────────────────────────────┬──────────────────────────────────────┘
│ 1-Click Guided Dispatch
┌──────────────────────────────────────▼──────────────────────────────────────┐
│ PLAYWRIGHT BROWSER AUTOMATION ENGINE │
│ (Greenhouse • Lever • Ashby • Workday • SmartRecruiters) │
└─────────────────────────────────────────────────────────────────────────────┘
- 100% Zero-Hardcoding Guarantee: Dynamically parses any candidate's resume worldwide from any university, degree, country, or industry.
- 4-Engine Cascading Text Fallback:
pypdfium2->pdfplumber->PyPDF2->pdfminerwith full Unicode and byte-order cleanup. - 10 Dynamic Skill Domains: Automatically maps extracted skills into AI & Agentic Systems, Retrieval & Search, LLMs & Vector Databases, ML & Evaluation, Full-Stack & Backend, Cloud & Security, Product & UI/UX, Business, Marketing, and Domain Expertise.
- 800+ Standardized Career Titles: Standardized tech roles taxonomy with instant multi-select typeahead search (
RoleTypeahead.jsx). - 246-Country Geo-Spatial Engine: Standardized location taxonomy covering all countries, regions, and tech hubs (
LocationTypeahead.jsx). - Intelligent Remote Country Barrier (
RemoteCountryBarrier): Screens out location-restricted international remote jobs while preserving eligible roles. - In-Memory Filtering: Evaluates target roles, locations, and negative filters with sub-millisecond latency.
- Interactive 2-step setup banner on the Command Center ensuring both Master Resume and Application Scope are active before launching the autonomous engine.
- Real-time readiness telemetry API (
GET /api/system/readiness).
- Redesigned with an ultra-premium glassmorphic interface, animated gradient header border, and live model pulse.
- Clean 4-card operational cockpit (Jobs Discovered, Action Required, Applications Sent, Target Scope).
- Live telemetry terminal and 1-click continuous loop controls.
- 154.4 Requests / Second under 100-request high-concurrency API stress testing (0 failed requests).
- 0 SQLite Database Locks under 40 simultaneous read/write WAL transactions.
- Download the latest release from the Releases page.
- Unzip and launch
SPrav Job AI.exe. - Open
http://127.0.0.1:8000/in your browser.
# Clone the repository
git clone https://github.com/SVSPraveen/SPrav-Job-AI.git
cd SPrav-Job-AI
# Set up Python virtual environment
python -m venv venv
venv\Scripts\activate
pip install -r requirements.txt
# Start backend & launcher
python launcher.py- 📖 User Guide — Step-by-step setup and application dispatch instructions.
- 🏛️ Architecture Specification — Complete module layout, data flow, and privacy boundary.
- 🔄 Autonomous Workflow — Detailed 5-stage agentic execution lifecycle.
- 📋 Technical Documentation — API reference, schemas, and stress test benchmarks.
- 100% Local-First: Your resumes, credentials, and application logs remain strictly on your local machine (
%LOCALAPPDATA%/SPravJobAI). - Zero Hallucination: Resume pitches and cover letters are strictly grounded against your Knowledge Base.
Built with ❤️ by SVS Praveen
© 2026 SVS Praveen • SPrav™ Job AI