Jumpseller
Machine Learning Engineer
Created the recommendations Engine - NLP pipelines on AWS Sagemaker/Glue - Word embeddings with Word2Vec - Tensorflow. Online session-based GRU4REC with MlOps setup.
Farfetch
Machine Learning Engineer
Recommendations cluster - ETL pipelines on Azure Databricks - Personalised fashion outfits via an LSTM Tensorflow model - Model serving with Gunicorn, Docker, MLFlow and Kubernetes - Batch processing via Spark. Matrix factorization + serving dot product recommendations.
Revolut
Data Scientist
Fincrime department - CNP transactions fraud detection - Gradient Boosting regression trees via lightgbm.
Tripadvisor
Machine Learning Engineer
Langchain agent for creating a travel assistant bot - NLP pipelines with sentence embeddings