PinnedPublished inDataDrivenInvestorAds Personalisation like Google: AdRank to increase relevance and maximize revenueStack Rank Ads based on a user’s affinity (quality score) and monetisation metrics.Oct 17, 2022Oct 17, 2022
PinnedPublished inDataDrivenInvestorBeyond AB Testing | Experimentation without A/B Testing — Switchbacks and Synthetic Control GroupWhat to do when you can’t AB Test — Switchbacks, Casual Impact, and Synthetic Control Groups. Learn Experimentation at Uber, DoorDash, LyftMay 6, 20221May 6, 20221
PinnedPublished inGlanceBuilding a User-Creator Affinity Model with Graphs on a Short Video Platform Glance RoposoOur goal is to capture user-creator affinity strength, captures users’ interest niche based on interaction and behavioural features.Aug 16, 2022Aug 16, 2022
Published inDataDrivenInvestorOMSCS (CS 7632) Game AI: My Engineering Milestone in the World of GamingIn the Summer of 2024, I decided to keep things light and fun, so I dived into a Game AI course. After wading through countless reviews…Aug 26, 2024Aug 26, 2024
Review for Robotics: AI Techniques (RAIT) | AI4R: CS 7638My summer was fantastic, as I dedicated time to studying an incredible AI4R course while also being engaged in my job. In addition to these…Aug 25, 2023Aug 25, 2023
Published inDataDrivenInvestorOMSCS (CS7646): Machine Learning for Trading (ML4T) — Review by Shaurya UppalAt the start of the year, I began my Master’s program at Georgia Tech University. However, in the first semester, I faced various…May 3, 2023May 3, 2023
Published inDataDrivenInvestorPersonalization at Lyft | Ride Hiding Experience Ultra ProDuring the weekend, I reviewed various engineering blogs and videos that highlighted the onboarding and checkout processes of Lyft. This…Apr 23, 2023Apr 23, 2023
Published inDataDrivenInvestorMy Entry to the Data Realm — The HandShakeThis newsletter stands out from my previous editions and has been highly requested by aspiring data scientists and members of the data…Apr 13, 2023Apr 13, 2023
Published inDataDrivenInvestorData Scientist helping Engineer Friend to build a Text ClassifierMy engineering friend, let’s address him as Mr. Wolf 🐺 (identify hidden), requested a 1:1 call to help him fix his classification model…Feb 8, 2023Feb 8, 2023
Published inDataDrivenInvestorYou Won’t Believe the Insights a Data Scientist Uncovers about Google Maps!Search is a Data Science and Engineering problem which involves in-depth data analysis and modelling to personalise needs of a user.Jan 4, 2023Jan 4, 2023