Description

Python Developer – Finance & Data Automation

I help investment professionals, analysts and small teams automate their data workflows and build reliable tools for portfolio analysis, reporting and strategy testing.

With a background in portfolio management and quantitative development, I focus on delivering practical solutions that save time and improve decision-making.

What I can help you with:

Portfolio tracking and performance analytics (Python / Excel)

Backtesting tools for trading or investment strategies

Automation of reporting and data workflows

Data cleaning, transformation and integration (market & internal data)

Risk dashboards (drawdown, exposure, performance metrics)

I am used to working with financial data (FX, equities, rates, crypto) and building tools that are simple to use, robust and tailored to your needs.

Typical approach:

Quick understanding of your workflow or problem

Build a first working version rapidly

Iterate based on your feedback

Deliver clean, documented and easy-to-use tools

Available for short missions or specific projects.

Languages

English
Native or bilingual
French
Native or bilingual
Spanish
Conversational

Workplace preferences

Can work on-site

Paris (up to 50km)

Stanhope Capital
Portfolio Management Senior Associate
July 2023 - September 2025 (2 years and 2 months)
Paris, France
• • Contributed to delivering 5–8% annual performance with 3–5% annualised volatility across multi asset mandates.
• • Built systematic macro tools used to identify volatility regimes, liquidity cycles, rate-differentials, and tactical opportunities.
• • Designed signal-validation framework using machine learning (meta-labelling) to refine position sizing and trade selection.
• • Produced macro-scenario stress tests (rates shocks, inflation paths, liquidity contraction), improving hedging decisions.
• • Executed multi-asset orders (FX, rates ETFs, equities, credit) with tight slippage management under best-execution.
• • Automated portfolio analytics and risk dashboards (Python), strengthening allocation and tactical overlays.
Python Trading Risk Management Data analysis Machine learning
Verto Fx
Quantitative Trader & Risk Associate
BANKING AND INSURANCE
October 2022 - April 2023 (6 months)
London, UK
• Built and deployed real-time FX strategies in Python using Binance API, Redis, and Docker.
• Developed pricing, hedging, and execution logic across FX pairs with live monitoring and risk
controls.
• Constructed backtesting and risk calibration frameworks (Vol/ATR, liquidity shocks, order-book
microstructure).
• Automated treasury flow analytics and exposure monitoring for the trading desk.
AI and Advanced Analytics Python Trading Risk Management
Stanhope Capital
Portfolio Management Associate
November 2019 - October 2022 (2 years and 11 months)
London, UK
• • Managed day-to-day portfolio execution (~$350m AUM) and performance analysis using Python based analytics.
• • Automated risk reporting (VaR, volatility attribution, exposure) and built scenario testing frameworks.
• • Partnered with traders and risk teams to improve responsiveness to macro and cross-asset market shifts.
• • Applied statistical models to optimize order allocation and execution quality.
Python Data visualization Data science Trading Risk Management