Armand Morin Email & Phone Number

Paris, Fr

New York, Ny, Us

- Designed, implemented, and deployed ML algorithms for time-series analysis, pattern recognition and LLM processing- Built innovative solutions using deep learning to explore trading ideas by analyzing market data

Palo Alto, Ca, Us

- Developed incentive models at protocol and user levels on the Linea and Sui blockchains.- Implemented a point system to promote sustainable growth for the Linea ecosystem and manage Sui Foundation allocations.- Created a scalable and modular framework to analyze market depth and identify wash trading behavior in liquidity pools across v3 DEXs, including Turbos, Cetus, SuiDex, and Ekubo.- Monitored the effectiveness of allocations by assessing their impact on ecosystem TVL and the protocols growth following allocations.

Berkeley, Ca, Us

- Building a DeFi protocol to improve profitability of LP strategies- Automated Liquidity Providing strategies to end Impermanent Losses and reduce Loss-Versus-Rebalancing impact on pools.

Old Greenwich, Ct, Us

- Developed quantitative techniques to analyze alphas and predict movements of worldwide financial markets, using proprietary research framework.- Applied advanced machine learning techniques to data analysis, algorithm development and alpha research- Increase efficiency in the development of quantitative models by investment process automation- Production in C++ and research of alpha signal using ML/AI techniques to improve the macro combinaison of alphas signals.- Developed systematic equity strategies using statistical worldwide financial markets signals and proprietary backtest framework.- Engineered advanced quantitative trading modules (combinaison and operation) using machine learning techniques, substantially boosting trading efficiency and profitability

Paris, France, Fr

• Developed an AI model for boosting trend and mean reversion quantitative investment strategies signals using Metalabeling techniques. Backtested over a period of 15 years• Calibrated Neural Networks models on trading signal to optimize sharpe ratio and leverage market data.• Created high quality categorical symbolic features to reduce overfitting and improve training of tree models. Enhanced accuracy of daily return sign prediction models by 2% to 55%• Produced optimal gamma trading algorithms for delta neutral hedging strategy optimization. Improved pnl performance of previous oracles by 6% deploying innovative genetic algorithms• Found optimal weekly hedging strategy for the SPX and G10 on the 15 minute timeframe based on parabola and parabola log options.

Palo Alto, California, Us

- Developed Auto ML algorithms improving neural network structure of algorithms pricing American options on energy market to achieve up to 9% performance gains- Researched on Quantum Machine Learning for Time Series prediction, clustering of customers based on electricity consumption

• Implemented technically the modern portfolio management theory using python and backtested on 10 years of market data• Benchmarked correlation performances of several portfolio running different rebalancing rules with the Markowitz portfolio on 5 different types of sectors (Tech, Commodity, Finance, Health, Real Estate)• Optimizated sharpe ratio (return/volatility) by taking into account transaction costs in the overall portfolio performance.• Updated weights under constraints of: maximum total volatility, asset weighting limit and monthly position variation limit

San Francisco, California, Us

Data mining and visualisation, Machine Learning, Deep Learning competitions. (NLP ...)

Milan, Lombardy, It

• Generated a database (containing 10,000 lines of news) of market sentiment signals on social medias (Twitter, Redit) to enhance the performance of prediction models• Bitcoin tweets sentiment analysis project generating data signal for a bitcoin trading bot.• Design, development and deployment of a market sentiment analysis trading software (AI, NLP, language processing)

Master Of Science - Ms, Financial Engineering

Master'S Degree

Classes Préparatoires Aux Grandes Écoles (Cpge), Mpsi/Mp*

Baccalauréat Scientifique

Diplôme National Du Brevet Des Collèges

Education record