Project Lead2018 - PRESENTBHP Group
Technologies: Python, Machine Learning, Statistics, Analysis, Analytics, Data Science, NumPy
- Led a team of engineers, maintenance professionals, and data scientists in finding, assessing, and developing solutions to reduce costs and risks.
- Developed algorithms to predict the time until machines' failures occur and to optimize the recommended interventions to minimize costs.
- Oversaw the development of an internal web tool with ML features to manage the process of digitizing documents of maintenance activities into a database.
Lead Developer2022 - 2022Self-employed
Technologies: Python, REST, APIs, JSON, Databases, Graph Databases, Neo4j, Google Cloud, NumPy, Google Cloud Platform (GCP)
- Developed a tool to aid UBH in delivering training. The tool allowed users to identify the risk of burnout in their teams and identify action plans that could be used to minimize the risk of team members burning out.
- Performed the role of a senior developer, architect, engagement lead, and back-end developer.
- Integrated the Neo4j graph database solution and deployed it to the Google Cloud Platform.
Data Scientist2017 - 2018BHP Group
Technologies: Python, Deep Neural Networks, Pandas, Statistics, Survival Statistics, Value Analysis, SQL, Machine Learning, Analysis, Analytics, Data Science, NumPy
- Developed an algorithm to understand the risk of failure of conveyor belts.
- Created a methodology to predict the cost-optimal time in the future to replace belts of conveyors.
- Built complex models to predict how changes in machine performance behaviors will impact organizational productivity.
Senior Reliability Engineer2016 - 2017Relken Engineering
Technologies: Python, Pandas, Consulting, Analysis, Analytics, Data Science, NumPy
- Analyzed gigabytes of data to extract meaningful insights on which business the company could take clear and effective actions.
- Led engagements with clients to deliver what they needed.
- Contributed to an extensive simulation study to help a large aviation organization improve its performance.