Daniel founded Gixodia in 2018 after fifteen years as a senior quant on the systematic macro desk of a tier-1 global investment bank. He holds a PhD in Applied Mathematics with a focus on stochastic volatility modeling and spent the early 2010s leading research into market-microstructure alpha signals for XAUUSD and G10 FX pairs. At Gixodia he sets the long-term research agenda and personally reviews every strategy parameter that ships into production.
The People Building Gixodia
Real names. Real track records. Real accountability. Our leadership has spent decades inside tier-1 investment banks, HFT desks and major derivatives exchanges — and every sentence published on this site is signed, reviewed, and owned.
Leadership Team
Elena leads the engineering team responsible for the execution core that drives GIX-GOLD and GIX-EURO. Twelve years in low-latency trading systems — including six at a Chicago-based HFT firm — give her a rare grasp of what it takes to turn a research signal into a sub-50ms order. She holds a BS in Computer Science from MIT and is a maintainer on two open-source networking libraries.
Marcus oversees all things risk at Gixodia. Before joining in 2020, he spent eighteen years in market-risk roles at major derivatives exchanges, most recently helping size margin models for one of the largest listed futures venues in the world. Every YMYL claim on the Gixodia website and every performance statistic in our blog posts passes across his desk before publication. CFA charterholder and FRM-certified.
Sofia runs the Gixodia support and onboarding organization. Ten years leading fintech customer-success teams across Europe have taught her how to turn a complex institutional-grade product into something an individual trader can deploy confidently in an afternoon. She speaks five languages and personally trains every new support engineer on our de-escalation and safety playbook.
Research & Engineering
The senior individual contributors who keep Gixodia shipping.
Senior Strategy Researcher
Six years of sell-side quant research experience. Owns signal backtesting infrastructure and walk-forward validation.
Machine Learning Engineer
Applied ML background in time-series and regime classification. Builds the adaptive parameter layer used by GIX-GOLD v4.
DevOps & SRE Lead
Runs the infrastructure, release pipeline, code-signing workflow and the 99.9% uptime commitment.
QA & Release Engineer
Owns the multi-broker regression suite that every GIX release must pass before shipping.
Independent Advisors
Independent Risk Consultant
A former head of risk at a European prime brokerage provides quarterly independent review of our risk frameworks and drawdown controls.
Independent Legal Counsel
A licensed securities attorney reviews all customer-facing language, disclaimers and jurisdiction-specific disclosures twice a year.
Editorial Standards
Every article published on the Gixodia blog is written by — or under the direct supervision of — a named member of our research, engineering, or risk team. Drafts go through a three-stage editorial process: domain review, factual verification, and compliance review.
Any content classified as YMYL (Your Money or Your Life) — including anything touching performance numbers, drawdown expectations, broker recommendations, or risk tolerance — is personally reviewed and signed off by Marcus Chen before publication.
We correct errors publicly. When a published article requires a factual correction, we update the page, add a dated "Correction" note at the bottom, and — for material corrections — link to the change from our Changelog.
We never publish content written by generative AI without human authorship and review. AI is a tool our engineers use — it is not, and will not be, our author of record.
Contact the team
Research questions, editorial corrections, speaking invitations — reach the humans directly.
team@gixodia.com