Schlumberger, Well Services and Coil Product Group
Scoros International, Inc
1 year 9 Months (jan 2022 - CURr)
4 years 6 Months (jun 2017 - dec 2021)
6 years, 1 month (may 2011 - jun 2017)
- Big data analysis
- Building effective day-to-day cooperation with different department
- Briefing data science and programmer for improvements
- Developing machine learning models
- Deploy models to production
- Tech Stack: Hadoop (Hive/Spark), Qlik sense/Tableau, Airflow/Cron, Greenplum/PostgreSQL, Python
- Development of classification and clustering mathematical models, recommendation systems.
- Collecting, cleaning, and extracting data from a variety of systems.
- Analysis of the existing external data market, assessment of the potential benefits for the subsequent purchase of external data.
- Managing a number of small scale external research and development projects for Alcoa, Inc.
- Technology innovations, industry-academia relationships.
- Defining research and development areas; establishing contacts with academic and industrial partners; due diligence and contractor management; project scoping/planning and execution control/monitoring.
- Completed four concept/feasibility projects, initiated two more.
- Compiled contractor R&D profiles and database of potential contractors/partners.
Oxford royal college
Information technologies and computing, Cyber security engineer