Ashton Gill
Founder · Arcane Alpha
I build data, machine learning and automation systems that take ideas from research into production.
About
Arcane Alpha Gateway is an independent research and engineering project focused on quantitative research, market data and automated decision systems.
The work spans data collection and pipelines, statistical modeling, research automation and cloud infrastructure, with an emphasis on careful testing over quick results.
Expertise
Machine Learning
Data Engineering
Statistical Modeling
Python
JavaScript
SQL
Cloud Infrastructure
Algorithmic Trading
AI Agents
Generative AI
Quantitative Research
Full-Stack Development
Projects
Stock Wizard
Equity research built on public filings, earnings data and portfolio construction.
Equities & Loop →
Hive
Prediction-market data as an input to macro and event research.
Kalshi →
Polymarket →
Sports Wizard
Consensus pricing research across sports markets.
Sports Research →
Bazaar
Price research across collectibles, trading cards and other physical assets.
Asset Pricing →
Exergy
Market structure research across prediction-market venues.
Market Structure →
Education
University of Georgia
B.S. Computer Science
University of Georgia
B.S. Statistics
Applied Data Science
Certificate
Generative AI Applications
Certificate