Thermoelectric coolers are an interesting technology, but have fairly poor efficiency. Plus, you still need somewhere for the heat to go (which probably still means heatsink + fans).

A thermal engineer I know remarked that non-thermal engineers often suggested TECs, and her job was pointing out why they are rarely the right tool for the job.