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Jack Mansfield's Projects

brokerbot icon brokerbot

Broker Bot is an autonomous trading algorithm designed to continuously analyze New York Stock Exchange (NYSE) market conditions and execute profitable trades by utilizing advanced trading strategies. Built upon the Alpaca API, Broker Bot will be tuned through the extensive backtesting and paper trading capabilities provided.

fx_carry_strategy icon fx_carry_strategy

An FX carry strategy borrows in a (low-interest-rate) currency and lends in another currency (with high interest rates). This is typically arranged via a cross-currency swap

neural-network icon neural-network

A 2 layer neural network with interchangeable hidden nodes, used to classify handwriting data as either a 1 or a 5

optionpricing icon optionpricing

Program that compares 3 implementations of the Binomial option pricing model, and then uses a Monte carlo simulation to price European, Asian, Barrier, and Minimum Strike call options.

spread-trading icon spread-trading

A spread trading strategy checks a running estimate of the displacement between two related instruments, and makes bets that this displacement will decline whenever it gets large. Here, we define that displacement in terms of recent returns between SVOL volatility ETF and of a pair of ETFs

trade_flow_crypto_trading_strategy icon trade_flow_crypto_trading_strategy

Here I will assess trade flow as means of generating profit opportunities in 3 cryptotoken markets. I stress the word “opportunity” because at high data rates like these, and given the markets’ price-time priority, it is far easier to identify desirable trades in the data stream than it is to inject oneself profitably into the fray.

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