AI Consultant

Ionel Roiban

Palantir Foundry & AIP Builder. Twenty years across cloud, data, and machine learning. Currently consulting on LLM systems, prediction markets, and workflow automation. Based in Palm Beach, Florida.

Currently focused on

Recent work and active research.

LLMs & local AI

Practical LLM systems

Working with local-first models (Ollama, llama.cpp), retrieval over personal knowledge bases, and small-but-good models you can run for under $100. Tracking projects from Karpathy and the local-AI community: nanochat, LLM-wiki-local, context-engineering, locomo memory benchmarks.

Prediction markets

Kalshi & quant systems

Building tooling around the Kalshi prediction-market API: data pipelines, MCP servers, arbitrage detection, AI-assisted trading strategies. Markets-as-information-systems is where calibrated probability meets real money.

Automation

Workflow & ops

n8n for stitching APIs, models, and side-effects into reliable pipelines. Process monitoring (monit), container orchestration, and the operational glue that keeps experiments from rotting between runs.

Certifications

Recently completed credentials, in descending order of technical depth.

Palantir Technologies · Featured

Foundry & AIP Builder Foundations

Issued Jan 2026
Credential ID: 78m5vt2af7ht
Cisco

Ethical Hacker

Issued Feb 2026
Cisco

Data Science Essentials with Python

Issued Feb 2026
Cisco

Data Analytics Essentials

Issued Feb 2026
Cisco

Introduction to Modern AI

Issued Feb 2026
ClickUp

Advanced AI Certificate of Completion

Issued Aug 2025 · ID jejmnuvdrdf5
Airtable

AI App Builder Certification

Issued Aug 2025 · Expires Sep 2027
ClickUp

ClickUp Certificate Exam

Issued Aug 2025 · ID v9hcprkg8y4b
Airtable

Airtable Admin Certification

Issued Aug 2025 · Expires Sep 2027
Airtable

Airtable Builder Certification

Issued Aug 2025 · Expires Sep 2027
Notion

Notion Advanced Badge

Issued Mar 2026 · Expires Mar 2028
Notion

Notion Workflows Badge

Issued Mar 2026 · Expires Mar 2028
Notion

Notion Essentials Badge

Issued Mar 2026 · Expires Mar 2028
HubSpot Academy

HubSpot Marketing Hub Software

Issued Aug 2025 · Expires Sep 2026
edX

Entrepreneurship 101: Who is your customer?

Issued Apr 2015 · Verified

Background

Twenty years of shipping software and helping companies modernize their stack.

Engineering career

Senior Software Engineer at PCI; previously Application Development Manager at The Weiss Group, Senior Web Developer at Stericycle, Software Developer / Open Source Evangelist at U-WEB 2.0, and the first Software Developer + Web Architect at RX Automation.

Open source surface

16 years on GitHub (since 2009). Public footprint spans WordPress (35 repos — wpackagist, hybrid-core, theme tooling), data & SDK work (~46), prediction-market and quantitative tooling (~17), infrastructure and monitoring (~12).

github.com/skynet

Beyond the keyboard

Civic

Public service

Former Advisor to the Prime-Minister of Romania (2020–). President, National Committee of Romanian-American Republicans — bridging the Romanian diaspora into US civic life.

Origin

Vâlcea → Florida

Originally from Vâlcea county, Romania. Twenty years in the United States, currently in Palm Beach, Florida. Two countries, one career arc.