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Denis Platon is listed as Data Scientist | Data Analyst at TopApps LLC, based in Batumi, Ajaria, Georgia. AeroLeads shows a matched LinkedIn profile for Denis Platon.
Denis Platon previously worked as Data Science Manager at Gazprom Neft and Petroleum Engineer at Nafta Expert. Denis Platon holds Master'S Degree, Petroleum Engineering from Heriot-Watt University.
Data Scientist with Integrated Asset Modelling and Petroleum Engineering background and with experience in GameDev Data Analysis is looking for a position to utilize my experience in predictive modeling and data analysis. My expertise extends across multiple industries, including oil and gas, where I have applied skills such as mathematical modeling, statistical analysis, and machine learning to solve business issues, including equipment failure prediction. In addition, my experience as a data scientist predicted player behavior and how changes in the game may affect monetization metrics. Now I am ready to meet new challenges
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- Collaborated with game designers and product managers to define and track key performance indicators (KPIs) for various in-game features and assessed the necessity of the implementation of some features- Conducted the analysis of player behavior data to identify gameplay patterns and user preferences, leading to game design decisions that increased.
- Built a predictive maintenance model for ESP failures, resulting in a 20% reduction in downtime between pump failure and replacement.- Established the connection between the product development team and users directly, enabling more effective communication, reducing bias- Presented the results of the work to C-level management, demonstrating exactly how.
Perm, Russia
- Created an MVP of a predictive maintenance model for predicting failures of high production ESPs, generating the profit of approximately 30% of the company's total annual revenue- Built Python scripts reducing the time for uploading data and creating a model by 40%-Changed the data exchange scheme from "requesting data via email in Excel templates" to.
Perm, Russia
- Gathered production data from different sources, built a mathematical model of the oil and gas gathering system between 1000 wells, performed debottlenecking calculations and made recommendations that helped reduce pressure in the system by 1.5 bara, allowing 1% more oil to be produced within 6 months- Built a mathematical model of an offshore oil field.
Thesis - Prediction of ESP failure with machine learning models
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Denis Platon works for TopApps LLC.
Denis Platon is listed as Data Scientist | Data Analyst at TopApps LLC.
Denis Platon is based in Batumi, Ajaria, Georgia while working with TopApps LLC.
Denis Platon has worked for Topapps Llc, Gazprom Neft, Nafta Expert, and Itps - It Professional Solutions.
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Denis Platon holds Master'S Degree, Petroleum Engineering from Heriot-Watt University.
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