Chathura M Perera

Data Scientist - People Analytics @TechnipFMC

Created automated visual data flows from scratch for Vice President of OneFleet (All Aberdeen managed vessels) and other key management personnel to gain insights on varied personnel data using R and Python based data pipelines.\\\\n• Implemented an employee attrition early detection model that led to the successful interventions resulting in retention of key personnel.\\\\n• Developed a cluster analysis of the employee profiles to streamline reward management.\\\\n• Cleaned and curated in-house datasets to be ingested to databases and used to generate actionable insights for top management.\\\\n• Pioneered the creation of a happiness index based on psychometric profiles to measure wellbeing of Offshore employees thereby making employee welfare programmes 80% data driven compared to the erstwhile non data driven approaches.\\\\n• Converted the excel based, manual tasks through SharePoint,MS Power Automate and PowerBi based solutions reducing the need for human intervention resulting in significant reduction of cost and employee effort.\\\\n• Training staff on Data Driven best practices contributing to the in house data community keep abreast with latest developments in people analytics arena.\\\\n\\\\n• Featured in the company Lean Project Competition under the Data Analytics category. Our team\'s entry resulted in the cost saving of over a million pounds fleet operation costs.\\\\n• Featured in the Fleet News( In-house magazine ) for exceptional academic achievement.\\\\n \\\\n\\\\n \\\\n \\\\n\\\\n \\\\n