SR
Steve Riffe
Data Urbanism · Solutions Architect
PORTAL / AUTONOMOUS ATS RADAR & TELEMETRY
Production System · career.riffe.co.uk

Career Command Center .

Autonomous ATS direct radar, sub-2ms deterministic heuristic matching, and persistent cloud application telemetry.

Direct REST
Greenhouse & Ashby
Zero Scraping
Official Public Feeds
2ms
Heuristic Scoring
BigQuery + GCS
Telemetry Ledger
Platform Overview

Deterministic ATS Intelligence Engine

Job searching in modern tech is plagued by scraper noise, ghost jobs, and hallucinated recruiter feeds. The Career Command Center operates as an automated personal flight deck, connecting directly to public applicant tracking systems to evaluate and log opportunities with absolute mathematical rigor.

01 · CLEAN INGESTION

Official Board Feeds

Directly polls official public board JSON APIs for target companies using Greenhouse, Ashby, and Workday endpoints. Zero DOM scraping, zero bot blocks, and zero aggregator spam.

02 · DETERMINISTIC MATCH

2ms Heuristic Matrix

Evaluates role titles, requirements, and tech stacks against a master profile vector in under 2ms. Hard filters enforce remote compatibility and PT timezone requirements before scoring seniority fit.

03 · LIFECYCLE LEDGER

Cloud Telemetry

Every detected opportunity, evaluation outcome, and tailored application packet is written to Google Cloud Storage and BigQuery for longitudinal conversion tracking and pipeline analytics.

Architecture: Fast, deterministic Python backend deployed on Google Cloud Run with real-time responsive dashboard UI.
Production Live
Systems Engineering

Autonomous Career Agent Pipeline

How the application polls public ATS boards, executes deterministic scoring, and logs persistent telemetry.

01 · RADAR REST APIs

Direct ATS Integration

Directly queries Greenhouse, Ashby, and Workday public board endpoints. Bypasses scraper bans, bot traps, and aggregator garbage.

02 · SCORING 2ms Latency

Deterministic Heuristic

Scores incoming job postings against a master profile vector in under 2 milliseconds with strict exclusion rules (e.g. mandatory remote, PT timezone).

03 · DATA WAREHOUSE GCS + BigQuery

Persistent Cloud Ledger

Every application, resume customization, and employer interaction is logged to Google Cloud Storage and BigQuery for pipeline analytics.

Live Application

Open the Career Command Center

Interact with the live ATS radar, resume tailor, and interview simulator on Cloud Run.