Abhimanyu Yadav
Co-founder & Chief Technology Officer at LearnEnergyAI
Transforming Oil & Gas Industry with Cutting-Edge AI Technology
Professional Summary
Abhimanyu Yadav is a seasoned technology executive with over 16 years of experience in the energy sector, specializing in artificial intelligence, machine learning, and digital transformation. As Co-founder and CTO of LearnEnergyAI, he leads the development of cutting-edge AI solutions for oil & gas operations.
His expertise spans data science, cloud computing, software architecture, and geophysical optimization. With a Master's degree in Geophysics from IIT Kharagpur, he combines deep technical knowledge with practical industry experience to drive innovation in the energy sector.
Abhimanyu has published numerous research papers on super resolution seismic imaging, digital twin technology, and AI-powered optimization in hydrocarbon exploration. His work focuses on leveraging advanced machine learning techniques to solve complex challenges in reservoir characterization and production optimization.
Professional Experience
16+ years in energy technology
Co-founder & Chief Technology Officer
LearnEnergyAI
Leading technology strategy and AI innovation for oil & gas optimization. Developing cutting-edge digital twin solutions and AI-powered analytics platforms.
IT Specialist
Tech Superior Consulting
Providing specialized technical consulting for enterprise technology implementations and digital transformation initiatives.
Head of Technology
Gram Unnati
Led technology initiatives and platform development for rural development programs, implementing scalable solutions.
Geophysical Optimization Supervisor
Polarcus
Supervised geophysical data optimization and processing workflows. Led technical teams in delivering high-quality seismic data products.
Data Processing Support Geophysicist
Polarcus
Provided technical support for seismic data processing operations. Developed workflows for data quality control and optimization.
Chief Field Geophysicist
Polarcus
Managed field operations for seismic data acquisition. Ensured data quality and operational efficiency in offshore projects.
Senior Field Geophysicist
ION Geophysical
Led field operations for marine seismic surveys. Coordinated with international teams for successful project execution.
Education
Master of Science in Geophysics
Indian Institute of Technology, Kharagpur
May 2004 - May 2009
Certifications
PRINCE2® Foundation Certification
Microsoft Certified: Azure AI Fundamentals
Software Development Processes and Methodologies
The Data Scientist's Toolbox
Introduction to Software Product Management
Research Publications
Published research on AI, digital twins, and seismic optimization
Super Resolution Seismic through Deep Information Maximization: A Case Study of the Chandon Field
October 22, 2024
Seismic resolution plays a critical role in hydrocarbon exploration and reservoir characterization. Limited bandwidth and low resolution can hinder the accurate delineation of stratigraphic and structural features. This study introduces a novel generative deep learning-based methodology to generate high-resolution seismic images...
View PublicationSuper Resolution Seismic Inversion through Deep Information Maximization: A Case Study of the Chandon Field
October 22, 2024
High resolution rock property models are impertinent for improved subsurface and reservoir characterization. This study focuses on an advanced methodology for seismic inversion, harnessing the power of generative deep learning through the deep information maximization algorithm...
View PublicationReal-Time Decision Support in Optimizing Well Production and Hydraulic Fracturing Operations using Digital Twin
October 16, 2024
Digital twin technology is revolutionizing the oil and gas industry by creating virtual replicas of operational processes, enabling digital fields and real-time decision support in field optimization...
View PublicationDigital Twin-Assisted Reservoir Management for Infill Drill Optimization
October 16, 2024
The oil and gas industry is witnessing a transformative shift with the arrival of digital twin technology, by developing virtual models of operational processes...
View PublicationAI-Powered Real-Time Optimization in CBM Well Production & Hydraulic Fracturing Operations
September 30, 2024
Artificial Intelligence is revolutionizing the oil and gas industry by creating virtual replicas of operational processes, enabling digital fields and real-time decision support in field optimization...
View PublicationAI-Driven Optimization for Infill Drill Locations in CBM Reservoirs
September 30, 2024
The oil and gas industry is undergoing a transformation with the integration of AI technology to create virtual models of operational processes...
View PublicationClash of the Heavyweight ML Classifiers
May 17, 2021
Comprehensive comparison of Machine learning algorithms for classification tasks. Analyzing performance, accuracy, and computational efficiency across multiple datasets.
View PublicationRapid Estimation of Source Parameters using Finite Fault Modeling - A Case of Sikkim and Garhwal Himalaya
December 31, 2008
Advanced seismological analysis using finite fault modeling techniques to rapidly estimate earthquake source parameters in the Himalayan region.
View PublicationKey Achievements
Research Publications
Years in Energy Sector
Leadership Roles in Energy Tech
Professional Certifications
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