Agentic automation & decision support
AI Workflow Systems
Structured workflows for research, career intelligence, and repeatable execution.
Complexity, structured.
Execution, considered.
Workflow illustration
01 / The problem
Start with what
needs to work.
Research and career operations require collecting information, checking evidence, making decisions, and keeping a reliable record of what happened.
02 / The response
Turn context
into a system.
A set of personal systems for verified vacancies, evidence-based role matching, resume variants, application kits, model routing, and information automation.
LamarOS
A private job-search workspace for verified vacancies, career evidence, resume variants, application kits, and recruiter follow-ups, with approval-based workflows and audit records.
Career Intelligence & CV Blaster
Vacancy normalization, duplicate checks, and evidence-based role matching. Adapted an open-source CV application for Apple Silicon and prepared a 100-role dashboard with job-specific resume pairs.
Information automation
Model routing, self-hosted n8n, Docker services, Git/Obsidian memory synchronization, and a Python pipeline for TikTok metadata, media retrieval, and transcription.
03 / What came out of it
Work put
into practice.
Built private workflow tools with approval steps, audit records, encrypted storage, duplicate checks, and structured career evidence.
LamarOS local workflow tests passed. Live integration verification remains pending. These are independent systems, not a claim of fully verified production automation.