Subhayan Dutta
Data Analyst (Mechanical Maintenance)
Mundra
Summary
Highly skilled and experienced Data Scientist and Maintenance Manager with over 10 years of expertise in leading maintenance departments and applying data analytics to drive informed decisions. Proficient in statistical programming, machine learning, and deep learning techniques. Seeking to leverage strong analytical and managerial skills to contribute to impactful projects in the ML/AI field.
Overview
13
13
years of professional experience
1
1
years of post-secondary education
Work History
Data Scientist at Analytical Center of Excellence
Adani Power Limited, Mundra
Mundra , Gujarat
02.2022 - Current
1. Collaborated on identified projects and implemented data-driven solutions.
2. Served as an analytical ambassador, partnering with different departments to drive data-driven decisions and upskilling the broader organization.
Mechanical Maintenance Manager
Adani Power Limited, Mundra
Mundra , Gujarat
08.2010 - Current
Orchestrated yearly maintenance job planning for Coal Mills in 4620 MW supercritical Units, including subcritical and supercritical units.
Managed material and service procurement, budgeting, and vendor follow-up for efficient maintenance operations.
Utilized data extraction and analysis to gain insights for improved planning and execution.
Implemented Business Excellence, SIX SIGMA projects, and Reliability Centered Maintenance, contributing to enhanced efficiency and reliability.
Led the development of standard maintenance procedures and conducted RCA/FMEA for Coal Mills.
Generated detailed MIS reports and utilized data-based planning for maintenance and procurement.
Education
B-Tech - Power Plant Engineering
National Power Training Institute (ER)
Durgapur, West Bengal 05.2006 - 05.2010
Post Graduate Diploma - Artificial Inteligency
National Institute of Technology (Warangal)
Warangal 10.2022 - Current
Skills
Statistical programming using Python/R
Achievements and certification
1. Successfully implemented a project predicting and preventing boiler tube leakages due to welding joint failures, utilizing advanced Deep Neural Networks, including LSTM and CNN-RNN hybrid models. Contributed to enhancing reliability and safety in the thermal power plant.
2. Accomplished a transformative project optimizing auxiliary power consumption in thermal power plants by predicting the power consumption of ID Fan. Employed diverse machine learning algorithms such as Regression, SVR, DT, RF, and XGBoost, leading to improved operational efficiency and cost-effectiveness.
3. All India topper and Elite + gold Certification in 'Data Analytics with Python' NPTEL course organized by IIT-Madras
4. Certificates on Analytical Techniques for process modelling' (based on R) organized by Indian Statistical Institute, Mumbai
5. All India topper and Elite + gold Certification in 'Deep Learning' NPTEL course organized by IIT-Madras
6. Data Scientist course Master program by Edureka (On-going)
7. Certificates of Six Sigma Yellow belt
Hobbies
Reading books, Exploring new places, Discovering myself, Exploring the beauty in the creation is the thing that attacks me most. Spirituality is inherent in my nature
Timeline
Post Graduate Diploma - Artificial Inteligency
National Institute of Technology (Warangal)
10.2022 - Current
Data Scientist at Analytical Center of Excellence
Adani Power Limited, Mundra
02.2022 - Current
Mechanical Maintenance Manager
Adani Power Limited, Mundra
08.2010 - Current
B-Tech - Power Plant Engineering
National Power Training Institute (ER)
05.2006 - 05.2010
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