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Progress, not perfection
💭
Progress, not perfection
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Achievement: Pull SharkAchievement: Pair Extraordinaire

Achievements

Achievement: Pull SharkAchievement: Pair Extraordinaire

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slvbr0/README.md
Salva Adam

Salva Adam

Civil engineer (MSc) who left infrastructure for trading, trading led to crypto, crypto pulled him into code, code grew into ML/AI 🛰️ Quant & AI systems — solvers, agents, pipelines.

Build. Test. Move.

Targeting: ML/AI Engineer · Crypto Operations · Quant — remote

// now

3 repos now public: LLM router, Inverse jobs, Audio-to-text · Discovery radar live (daily auto-curated feed) · building toward public project pages on the site. Teaching AI/Big Data/MLOps at Generalitat Valenciana. Last updated: 2026-08-03

// projects

🛰️ Discovery radar — multi-source research feed (arXiv, X, Reddit, RSS) auto-curated and published daily via GitHub Actions. Live at slvbr0.github.io/radar.html.

🧭 LLM router (mac) — local router that squeezes free and cheap models into one dependable endpoint — tiering, health checks, cost-aware fallback. Built to use models to their extent without top-tier subscriptions; honest benchmarks in the repo.

🕸️ slvbr0.github.io — this site: Quartz v4 fork with a custom interactive knowledge graph (touch support, live feeds, GitHub activity mirror).

🎙️ Audio-to-text — transcription pipeline built for hours-long recordings — chunking, diarization-friendly output, batch mode.

📨 Inverse jobs — scrape job boards, score against your profile, daily digest of the few worth applying to by hand — the manual lane of the job pipeline.

📚 Knowledge distillator — turns raw sources (papers, videos, notes) into distilled study material. Next stage: a socratic voice tutor on top.

♟️ HUNL blueprint — heads-up no-limit hold'em solver blueprint (CFR family). Early research.

🤖 LinkedIn AutoApply — autonomous job-application system: scraping, CV-role matching, automated applications. Private — code on request.

// background

Civil engineer (MSc) → algo trading. Trading opened the door to crypto (in it since 2018). Wanting to trade on autopilot pulled him into code. Code grew into ML/AI, data science, and analysis — MSc Big Data. Now: analysis and ML/AI first, data engineering second. Teaching AI/Big Data/MLOps at Generalitat Valenciana.

Full experience → slvbr0.github.io · LinkedIn

// interested in

Systems & AI — agents · automation · systems Games & Markets — quant · markets · game theory Fundamentals — physics · maths · complexity · simulation

stack

Languages

AI/ML

LLM Infra

Data & Automation

Providers

Public when it works. Private when it pays. 🚀

Pinned Loading

  1. llm-router-mac-wsl2 llm-router-mac-wsl2 Public

    Local LLM router: one endpoint, many free/cheap models. Tiered routing, health checks, cost-aware fallback. Use models to their extent without top-tier subscriptions.

    Python

  2. inverse-jobs inverse-jobs Public

    Inverse job hunting: scrape curated job sources, score against your profile, daily high-fit digest for deliberate manual applications. Complements (and reads from) a private automated pipeline.

    Python

  3. audio-to-text-hours-long audio-to-text-hours-long Public

    Transcribe hours-long audio/video locally: chunked Whisper ASR, compression, self-check, summaries. Built for lectures, meetings and long recordings on modest hardware.

    Python