This work showcases the development of an industrially relevant process for the low substrate-temperature deposition of silicon for MEMS applications. This opens possibilities to deposit MEMS structures directly onto pre-fabricated ASICs, in addition to temperature sensitive substrates. Additionally, this work details the development of an advanced simulation model to optimize film crystallinity, without the need for increased temperatures.