How to interface between pic24 and atmega32 with i2c protocol...is it possible

what are the points to be consider while interfacing both the targets…

You need 3 wires- GND SDA SCL

Connect grounds as signal reference.

determine who is the master who is the slave, and you have to assign the addresses at least for the clients.