Skip to content
View theov07's full-sized avatar
🎯
Focusing
🎯
Focusing

Highlights

  • Pro

Block or report theov07

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
theov07/README.md

Théo Verdelhan

Typing SVG

LinkedIn       Website       Open to Quant Role / Internship 2026-2027


┌────────────────────────────── MARKET MAKING LIVE STRATEGY ─────────────────────────────────┐
│                                                                                            │
│   BTC/USDT              mid: 104,238.50      spread: 2.40      inventory: neutral          │
│                                                                                            │
│   ASK                                                                                      │
│   104,242.0      3.42 BTC                  ████████████████                                │
│   104,240.8      2.65 BTC    ← ask         ████████████                                    │
│   104,239.7      1.81 BTC                  ████████                                        │
│                                                                                            │
│   fair value ───────────────────── 104,238.5 ─────────────────────                         │
│                                                                                            │
│   BID                                                                                      │
│   104,237.3      2.08 BTC    ← bid         █████████                                       │
│   104,236.1      2.94 BTC                  █████████████                                   │
│   104,234.9      3.71 BTC                  ████████████████                                │
│                                                                                            │
│   depth bid: 8.73 BTC    depth ask: 7.88 BTC    imbalance: +0.05    microprice: 104,238.56 │
│   queue pos: 34%         markout 5s: +0.8 bps   fill prob: 41%      adverse select: low    │
│                                                                                            │
└────────────────────────────────────────────────────────────────────────────────────────────┘


I am a quantitative research and engineering student focused on the practical side of financial markets: how prices form, how liquidity moves, and how trading systems behave under real execution constraints.

  • MSc in Financial Engineering at Paris Dauphine-PSL
  • Engineering degree in Computer Science & Machine Learning from EPF Graduate School of Engineering
  • Interested in market microstructure, systematic trading, crypto markets, DeFi, and derivatives pricing
  • I build tools that go beyond notebooks: live market-data dashboards, execution-aware backtests, pricing engines, and research workflows

Selected Work

Python · Streamlit · WebSocket · Order Book Analytics

Live BTC/USDT dashboard with simulated market-making logic, queue-aware quoting, markout analytics, volatility controls and PnL tracking.
Live demo


Python · FastAPI · WebSocket · SQLite · Paper Trading

Multi-exchange crypto data router and paper-trading API normalizing Binance and OKX feeds into a unified execution layer.
Live demo


Python · NumPy · Streamlit · Longstaff-Schwartz · Greeks

Interactive option pricer with Monte Carlo simulation, American exercise, variance reduction, Greeks and Black-Scholes benchmarks.
Live demo


Python · Econometrics · MIDAS · Time Series

Mixed-frequency GDP nowcasting project using daily financial variables, lag/lead dynamics and out-of-sample evaluation.


Technical Toolkit

Languages

Python · C++ · C# · SQL
Research

NumPy · pandas · SciPy · statsmodels
Machine Learning

scikit-learn · PyTorch
Engineering

FastAPI · Streamlit · Docker · Git

Market microstructure · Order books · Execution-aware backtesting · Monte Carlo pricing · Crypto / DeFi


GitHub Activity

GitHub contribution summary


Repositories by language    GitHub profile stats


Contact

Open to Quantitative Research / Quantitative Trading opportunities for 2026-2027.

Email   ·   LinkedIn   ·   Portfolio

Popular repositories Loading

  1. IMC_PROSPERITY_4_COMPETITION IMC_PROSPERITY_4_COMPETITION Public

    Team research repository for IMC Prosperity 4: algorithmic trading, backtesting, manual challenge modeling, and multi-round quantitative strategy development.

    HTML 5 1

  2. Monte_Carlo_Option_Pricing_Engine Monte_Carlo_Option_Pricing_Engine Public

    Monte Carlo option pricing engine implementing the Longstaff–Schwartz algorithm, variance reduction (antithetic variates), and finite-difference Greeks, with interactive visualization.

    Python 3 1

  3. GDP_Forecasting_With_MIDAS_Regressions GDP_Forecasting_With_MIDAS_Regressions Public

    Forecasting GDP using MIDAS regressions with mixed-frequency macroeconomic indicators; includes data preparation, model estimation, and evaluation.

    Jupyter Notebook 2 1

  4. Basket_Option_Pricing_Engine_CSharp Basket_Option_Pricing_Engine_CSharp Public

    C# pricing engine for basket options using Monte Carlo simulation, including multi-asset payoff valuation and Greeks (Delta, Gamma, Vega, Theta, Rho).

    C# 1

  5. Cross_EMA_Crypto_Trading_Bot Cross_EMA_Crypto_Trading_Bot Public

    Crypto trading bot implementing a EMA crossover strategy with signal generation, risk management, and automated execution/backtesting.

    Ruby

  6. TRADING_COMPETITION_XTREM_BOT TRADING_COMPETITION_XTREM_BOT Public

    Automated trading bot built for the XTREM trading competition, featuring strategy logic, execution workflow, and performance tracking.

    Python