Sean Gupta Email & Phone Number

Singapore

- Market making in crypto derivatives- Researching and developing D1 trading strategies

- Drove profitability for an algorithmic crypto market maker (Spot / Futures, top-10 on Binance by volume)- Mentored colleagues in implementing and monitoring machine learning algorithms- Guided development team in productionising machine learning models- Led research into reinforcement-learning based trading

- Introduced first-ever application of machine learning into the business; researched and productionised ML pricing models in Python in an AWS environment; high predictive accuracy allowed for novel trading strategies- Developed new trading strategies based on market microstructure- Collaborated cross-functionally with development, data engineering and.

London, England, United Kingdom

- Worked directly with C-Suite of private equity backed legal research firm- Segmented customers to evolve product offering and deliver targeted marketing campaigns - Improved pricing strategy to drive revenue growth across all product categories

London, England, United Kingdom

- Worked in large commercial research project at clinical AI company, using Python- Applied and researched data-driven methods to answer clinical questions about real-world NHS data from electronic healthcare records (EHRs)- Implemented predictive analytics via supervised and unsupervised learning including robustness analysis and whitebox models to.

London, United Kingdom

- Analysed domestic abuse and criminal record databases to predict future recidivism in domestic abuse cases (predictive policing) using random forests, boosted models and logistic regression in R- Predicted knife crime hotspots in London from spatial and criminological data - Cleaned and pre-processed data- Developed efficient algorithms to generate.

Hangzhou, Zhejiang, China

Taught mathematics in years 11-12 of an international high school according to the QCE mathematics curriculum of Queensland, Australia

Cologne

Implemented data warehouse / BI solution in a large ecommerce company including data definition & validation

Master Of Science - Msc, Machine Learning, Distinction (81%)

Thesis: “Combining symbolic reasoning with neural reading comprehension”; integrating arithmetic reasoning into reading comprehension NLP.

Master Of Advanced Study, Mathematics, Honours

Part III of the Mathematical Tripos. Selected Courses: Mathematics of Operational Research, Time Series, Modern Statistical Methods Essay.

Bachelor Of Science (Bsc), Mathematics, First Class (82%)

Activities and Societies: Chess Society (President), Imperial College Union, Finance Society, Consultancy SocietySelected courses.

Study China Summer Programme

Study of Mandarin, Chinese philosophy and culture, funded by UK government; awarded distinction.