Just a word of caution: the profitability of stock trading, regardless of the timeframe (high-frequency, daytrade, week long positions), heavily depends on access to information. So even if you build a system that mathematically is better than those built by a team of physicists at large financial institutions, it may easily under-perform the market due to its limited access to data.