Oliver Muller

Ranked Top 10 on GitHub France and UK in 2026 with 12,000+ commits. Oliver Muller is CTO & Derivatives Trader. He built CREID, Valuation Terminal powered by 651M Sales, 1.3M Indices, Valuations, Comps, Audits, Benchmarks, Reporting. For funds, auditors, owners, landlords, lenders, agents. 98.6% accuracy on £323B. Government partners: HM Land Registry, OS Ordnance Survey, Geovation. Previously a derivatives trader at Standard Chartered, desk traded $100M+ daily in FX, forwards, swaps, NDFs. CV ↓

Email muller@creid.ai

Curriculum Vitae

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Experience

CREID | CTO | Paris/London | 2015–Present

  • Stack: Python, SQL, BigQuery, React, Typescript, Firestore, GCP, GCS, Docker, CI/CD.
  • Hands-on CTO leading 5-10 person engineering teams across 4 ventures, 10 years.
  • Published case studies 98.7% accuracy (€494B France sales), 98.6% (£323B UK).
  • AI-native engineering: architecting, directing, reviewing, validating production ML.
  • Partnership with UK Government HM Land Registry, Ordnance Survey, Geovation.
  • Enterprise pilots and proposals: Bloomberg, LSEG, Blackstone, PGIM, RSM, BDO.
  • Built central database, terminal, APIs connecting 651M properties, 1.3M indices.
  • Designed React/Typescript dashboards for Valuation, Sharpe, VaR, Monte Carlo.
  • Compute: Live Valuation, ROI, ROI/y, Yield, Cashflow, PnL per property/portfolio.
  • Deployed SHAP explainability per-asset/portfolio with value drivers, audit trails.
  • Engine/algorithm sources government comparables per property and portfolio.
  • Developed CatBoost/Gradient/Regression models with backtesting/validation.
  • Valuation methods: Comparables, Income, DCF (designed to RICS Red Book).
  • Handled scaling realtime NAV, audit trails for portfolios up to 10,000+ assets.
  • Compressed 29 repos into 1 monorepo, automated deploys, hourly shipping.
  • Cut valuation costs by 99% from $0.10 to $0.001, 6X speed from 9s to 1.5s.

Standard Chartered | Associate Director, FX/Derivatives Trader

Dubai · 2010–2014

  • $100M+ traded daily in EM FX/Derivatives flow, booked via Bloomberg and interbank.
  • Youngest trader at the bank, top-revenue desk, largest trading floor in MENAP region.
  • Market-maker across G10 and GCC FX forwards, swaps, cross-currency swaps, NDFs.
  • Developed quantitative pricing models for pegged/floating currency proprietary positions.
  • Automated pricing for volume flow, systematically captured spread on thousands of trades.
  • Handled large complex OTC trades manually, negotiating with Tier-1 interbank counterparts.

Achievements

  • GitHub: Top 10 France/UK (12K+ Commits 2026).
  • Chess: 99.99th percentile tactics rating (2,600 score).
  • President of Student Council: 10K Students, AUB (Arts/Sciences)

Education

University of California Los Angeles

Exchange Semester in Finance · 2009

American University of Beirut

Bachelor in Economics · GPA 3.5 · 2007–2010

International College

High Distinction & Class President · GPA 3.9 · 2004–2007