Amazon Compliance 2023 - Present

Global Risk AI Classification

Architected multi-lingual text classification systems to automate compliance risk detection across global marketplaces.

BERT XLM-RoBERTa NLP

Amazon Supply Chain 2021 - 2022

Forecasting with Transformers

Led the transition of inbound volume forecasting to Deep Learning architectures, optimizing safety stock levels for the EU network.

Temporal Fusion Transformers MQCNN Stochastic Opt.

Amazon Transportation 2020

Network Visualization Platform

Developed an internal web application to visualize transportation networks and automated configuration data preprocessing.

Python Flask Data Engineering Visualization

Amazon Intern 2019

Capacity Planning LSTMs

Implemented Long Short-Term Memory networks to forecast "transferred units" for long-term strategic planning.

LSTM Neural Networks