Projects
Unreal Data
A domain-agnostic engine for generating synthetic 2D data using reward-maximization (Reinforcement Learning) to mimic realistic decision-making. Recipient of IBM's Hyper Blue program grant.
Reinforcement Learning
DQN
TensorFlow
AWS
Entity Resolution Framework for Financial Crimes
Probabilistic matching system for finding obvious and non-obvious relationships between records, powering AML and Surveillance Insights analytics at IBM.
PySpark
HDFS
HBase
NLP
Flood Forecast & Early Warning System
Sensor-driven flood prediction and early warning system architected for a South-East Asian government, integrating water level, rainfall, video, and GIS/RADAR data.
GIS
Java
IoT