Yes, individuals can engage in algorithmic trading on their own. With the right knowledge of programming, finance, and market dynamics, one can develop, implement, and manage their own algorithmic trading strategies. However, it requires careful research, continuous learning, and a disciplined approach to be successful in the dynamic and competitive world of algorithmic trading.