To get back into quantitative trading, start by building a backtesting platform—many recommend tools like MesoSim. Utilize resources like Alpaca for commission-free trading. Understand current market conditions and transaction costs. Begin with straightforward strategies, study advanced quant techniques, and continuously validate your edge against the market through rigorous analysis and testing.