Automation Platform
AI Job Search Agent
A local-first job discovery and application workflow that collects opportunities, ranks fit, generates tailored materials, and stages browser-based applications for review.
01 · Problem
What the system solves
Job searching is fragmented across boards and repetitive at every stage. The agent consolidates ingestion, relevance scoring, document generation, review, and application staging into one workflow.
02 · Architecture
How the pieces connect
03 · Technical highlights
Implementation details
Aggregates structured APIs and browser-based sources through asynchronous scraping pipelines.
Deduplicates roles by external identifier and normalized title-company keys before persistence.
Uses a local Ollama model to generate factual cover letters in DOCX, PDF, and plain-text formats.
Stages LinkedIn Easy Apply workflows with Playwright while preserving a human approval boundary.
04 · What this demonstrates
Engineering signal
Practical AI integration without sending personal resume data to a hosted model provider.
Workflow automation spanning HTTP APIs, browser control, scheduling, persistence, and document generation.
Evidence-driven prioritization through configurable relevance scoring and review queues.