TalentPilot AI Recruiting

Status: Active

Namespace: talentpilot

Port: 8000

Ingress: talentpilot.babdelka.com

Overview

TalentPilot is an intelligent candidate evaluation and recruitment orchestration platform. It processes inbound candidate resumes, performs automated technical profile scoring, and matches candidates with open requisitions.

Core Capabilities

Automated Resume Parsing: Ingests PDF/DOCX resumes and extracts structured skill sets, work history, and education.
Role Fit Scoring: Matches candidate competency vectors against job descriptions using LLM evaluation embeddings.
Pipeline Tracking: Kanban-style hiring pipeline moving candidates across Screening, Interviewing, and Offer stages.

Deployment & Persistent Storage

Namespace: talentpilot
Image: reg.babdelka.com/talentpilot:latest (ARM64)
Container Port: 8000
Persistent Volume: Mounted at /data backed by the local-path storage class for applicant records and resume storage.

Kubernetes Manifests

# HTTPRoute snippet
apiVersion: gateway.networking.k8s.io/v1
kind: HTTPRoute
metadata:
  name: talentpilot-route
  namespace: talentpilot
spec:
  parentRefs:
    - name: my-gateway
      namespace: default
  hostnames:
    - talentpilot.babdelka.com
  rules:
    - backendRefs:
        - name: talentpilot
          port: 8000

Operations & Maintenance

Checking Logs

kubectl logs -n talentpilot -l app=talentpilot -f

Backing up Data

The application stores sqlite / applicant documents in /data:

kubectl exec -n talentpilot deployment/talentpilot -- tar -czf - /data > talentpilot-backup.tar.gz