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Mateo Sonzogni

Project · eros

Eros Career OS

Role
Multi-agent system · AI & automation
Year
2026
Status
Live
Technologies
  • FastAPIBackend. Since 2026. The core for AI/NLP inference and processing, with Pydantic typing and minimal latency. Also in Ynara.
  • PostgreSQLData. Since 2026. ACID relational persistence, declarative schemas and vector indexes with pgvector. Also in Ynara.
  • PythonLanguages. Since 2026. The language of choice for data engineering, vector embeddings and LLM orchestration. Also in Ynara.
  • TypeScriptLanguages. Since 2023 · 3 years. A mandatory standard on client and server: if it isn't typed at compile time, it doesn't reach production. Also in Ynara and Ynara Web.
Eros Job Hunter in the portfolio console: list of job openings with their match percentage and the evaluation of one of them

Autonomous career assistant: it tracks job openings, evaluates them with AI, tailors the Harvard ATS CV to each one and generates technical content for LinkedIn, X and Dev.to.

Brief

Automating the job search end to end: finding openings across several job boards, deciding which ones are worth it, tailoring the CV to each one and keeping a technical presence on social media without spending hours on it every day.

Job Hunter: list of job openings with their match percentage and the evaluation of one of them
Job Hunter: every opening assessed with AI (sample data)

Process

  1. Sources

    Tracking job openings on LinkedIn, Get on Board and RemoteOK, with filters for stack, work mode and salary.

  2. Evaluation

    Every opening goes through Gemini: match percentage, strengths, likely objections, missing skills and which portfolio projects are worth citing.

  3. Application

    A Harvard ATS CV tailored to the opening on one A4 page, an application email and a connection note for the hiring lead detected on LinkedIn.

  4. Content

    TrendRadar detects technical topics related to the stack on Hacker News, Dev.to and GitHub, and the omnichannel module turns them into a LinkedIn post, an X thread, a Dev.to article and a PDF carousel.

Omnichannel content: drafts and a post with its LinkedIn, X, Dev.to and carousel versions
Omnichannel content: one topic, four formats

Outcome

In production at eros.mateogs.tech and integrated into the portfolio console as Eros AI Suite: Job Hunter, omnichannel Content and TrendRadar. It runs on its own VPS with FastAPI and SQLite, publishes through n8n and is supervised from a private Telegram bot.

TrendRadar: Hacker News, Dev.to and GitHub topics with their affinity to the stack
TrendRadar: technical topics close to the stack
Console dashboard with the portfolio collections and the three Eros modules
Eros inside the portfolio console
Command palette open over the console, with the sections and their counts
Command palette

Metrics

  • 1,500/dayFree quotaFree quota. Daily requests covered by the provider free plan.
  • $0/monthRunning costRunning cost. What it costs to keep it running each month.
  • 4PlatformsPlatforms. Job platforms it checks.
  • 35 msLatencyLatency. Average time the service takes to respond.

Links