Implement binary search algorithm and explain its time complexity. Can you optimize the algorithm further?

Interview question asked to Data Scientists interviewing at Optimizely, Etsy, McAfee and others: Implement binary search algorithm and explain its time complexity. Can you optimize the algorithm further?.