As many as 10,000 police personnel will be deployed in close to 400 police pickets across the city on Saturday to ensure foolproof security during West Bengal Chief Minister Mamata Banerjee's high-voltage opposition rally on January 19, a senior officer of Kolkata Police said on Thursday.