Martinez' funeral procession went from his hometown of Elgin to Life-Changers International Church in northwest suburban Hoffman Estates.
Martinez was killed in combat last week in Afghanistan.
His body was flown into O'Hare Airport yesterday.
The 21-year-old was on his second deployment to Afghanistan.
A private military burial was to follow today's funeral service.