Lead Data Scientist

• Dec 2020 - Present

Senior Software Engineer

• Oct 2018 - Aug 2020

Software Engineer

• Feb 2017 - Mar 2018

Managing CDC systemsBuilding processing platforms: Apache Kafka, Kafka Streams, Apache Flink

Data Platform Team Lead

• May 2016 - Feb 2017

Data Scientist / Software Engineer

• Feb 2013 - May 2016

Projects:- Analytics platform -internal solution for batch processing and interactive data analysis - company wide solution used by developers and analysts.Role: Architecture, implementation, resource management, capacity and data retention planning, training for analysts.Tech: Hadoop, EMR, Hive, Spark, Luigi, Jupyter Notebooks, Pandas- Data Capture systems -User activity tracking, Distributed Tracing, Business Data Changes(MySQL binlogs streaming) enabling data for real-time and batch processing for internal analysis and building Products for customers.Role: specification, architecture, implementation, services instrumentation, maintenance, data governance.- Infrastructure for real-time data pipelines - used by developers across the whole company Role: architecture, implementation, maintenance. Used by other teams across the whole company.Tech: Apache Kafka, Apache Storm, Zookeeper, Avro- Historical Pipeline Export - provide ability to export historical snapshot of the data for Customers based on Business Data CaptureRole: architecture, implementation- Core infrastructure for building real-time reporting in the Product - infrastructure used by developers across the whole company + initial implementations of multiple reports for customersRole: architecture, implementation, monitoring, initial implementations of multiple reports (with frontend).Tech: Apache Kafka, Apache Storm, Elasticsearch, Cassandra, Ruby On Rails, D3.js- Forecasting - built a model that allows to better predict future sales based on multiple models, including real-time scoring.Role: spec, architecture, implementationTech: Apache Kafka, Apache Storm- Churn Prediction - analyse and reduce churn, User behaviour analysis, built model that predicts when customer is likely to churn, email alert sent whenever customer was predicted to churn.Role: research, architecture, implementation Show less

Software developer

• Mar 2012 - Sep 2012

Internship Internship

Software developer

• Jul 2011 - Jul 2011

Internship Internship