Hello, Thank you so much for your detailed and candid feedback! At YipitData we strive to deliver excellent candidate experience and we sincerely apologize for missing the mark on this one. We regret that your effort didn’t result in an offer at this time, but we understand the amount of effort that goes into the take home exercise/interview process, and can feel your frustration on not receiving enough detailed feedback on your assignment. We will use your feedback to improve our process and ensure that all candidates who go through the recruiting process at YipitData feel valued for their time and effort in our process regardless of the final result of their candidacy. YipitData has a culture of continuous improvement and feedback, so we always aim to provide candidates with constructive feedback to help them with their job search. We acknowledge that we may have failed to do that here, so while this review is anonymous, we would also love the opportunity to provide you more detailed feedback on our decision. If you are open to connecting with us (YipitData Recruiting Team), please kindly reach out to recruiting@yipitdata.com and we will schedule a time that is convenient for you. Thank you again for your feedback. All the best, YipitData