Saeb Ragani Lamooki

About Saeb Ragani Lamooki

Senior Machine Learning Engineer with 6+ years of industry experience building and…

Experience

1. Data Scientist

   Kelvin

   Feb 2022 — Present

   Sand dryer optimization:1- Developed a real-time optimization model to maximize sand dryer feed rate, maintaining exit sand temperature at target values.2- Deployed closed-loop model on live process data, achieving 16% increase in production and 60% reduction in waste during pilot.3- Demonstrated potential for $1.5M/month profit margin improvement across 8 dryers, positioned Kelvin for enterprise contract, currently in final negotiation.Gas well management:1- Loss classification: Developed and deployed ML application to classify 9 loss events across 1,200+ gas wells using time series analysis techniques; automated detection every 8 hours, enabling proactive maintenance and driving customer adoption.2- Artificial lift optimization: Developed and deployed rules-based control applications to optimize well shut time and regulate plunger arrival speed across 200+ gas wells, improving production efficiency and equipment reliability.3- Delivered the solutions for an existing enterprise customer, strengthening the relationship and expanding adoption of Kelvin’s platform at scale.Soap injection optimization:1- Designed an application to optimize foam and anti-foam consumed by gas wells and deployed to tens of assets.2- Delivered as an open-loop solution during the pilot, later adopted as a closed-loop enterprise solution, leading to a long-term contract with a new customer.