Gamezop
Senior Data Scientist
Jun 2021 — Jun 2022Gurgaon, IN
Role Overview & Impact
- Created ClickVision: a Markov Decision Process (MDP) deposit prediction model over large-scale clickstream trajectories using RL transition matrices.
- Reduced wasted offers and user churn by 62%, significantly boosting deposit conversion rates.
- Shipped downstream UI and product changes based on model trajectory predictions.
Projects & Initiatives at Gamezop
Detailed technical models and systems built during this tenure
1 Project
Markov Decision Process (MDP) deposit prediction model over large-scale clickstream trajectories using RL transition matrices, reducing wasted promotional offers and churn by 62%.
Markov Decision Processes (MDP)
RL Transition Matrices
Python
Scikit-Learn
Clickstream AI