Amid speculation that he may do yet another volte-face and return to the NDA, Bihar Chief Minister Nitish Kumar on Saturday visited Buxar district, bordering Uttar Pradesh, to attend a function where senior BJP leader and Union Minister Ashwani Kumar Choubey was also present.