Aayush Agarwal

AI Researcher

Gurugram, Haryana, India8 yrs 1 mo experience
Most Likely To SwitchAI ML Practitioner

Key Highlights

  • Gold medalist from IIT (ISM) Dhanbad
  • Developed innovative tools for subsurface data management
  • Led successful DELFI migration projects for major clients
Stackforce AI infers this person is a Data Scientist specializing in Oil & Gas with a focus on AI-driven solutions.

Contact

Skills

Core Skills

Data ScienceGenerative AiDeep LearningSeismic AnalyticsOil & GasData ManagementPlugin DevelopmentProject Management

Other Skills

.NET CoreAgentic AIBusiness DevelopmentBusiness IntelligenceC#CoachingConsultingCustomer SatisfactionDataiku DSSDomain AIEnergy TransitionEnglishGeophysicsLLMLangChain

About

Subsurface AI Scientist at SLB. Have extensive experience with Enterprise Data Management, Domain consulting, Solutions and product development, Customer engagement, Stakeholder management as well as team leadership. Always passionate about learning new technologies and am a Gold medalist from IIT (ISM) Dhanbad.

Experience

Slb

Domain Data Scientist - Subsurface

May 2024Present · 1 yr 10 mos · Gurugram, Haryana, India · On-site

  • Leading the development of Data & AI solutions across subsurface, drilling and production from the SLB’s Delhi Innovation Factori.
LangChainLLMGenerative AIMicrosoft AzureData ScienceDataiku DSS+5

Shell

Research Geophysicist

Feb 2023Apr 2024 · 1 yr 2 mos · Bengaluru, Karnataka, India

  • Part of the global Imaging & Inversion R&D group. Developed deep learning algorithms for estimating synthetic CPTs for soil characterization for offshore wind farms.
Subsurface Imaging TechnologyDeep LearningProject ManagementPyTorchDomain AIScikit-Learn+2

Slb

Geoscientist

Dec 2017Jan 2023 · 5 yrs 1 mo · Pune, Maharashtra, India

  • During these 5 years, I have worked with multiple clients across the globe including onsite in UAE and Saudi Arabia. Some of the highlights are:
  • 1. Graduated from the 1st batch of Domain Data Scientist program.
  • 2. Creator of qFind - a one stop tool for migrating Petrel projects and seismic data from on prem to DELFI.
  • 3. Developed a web-based solution (DMS) to transform operations data mostly from drilling and workover reports into business intelligence (GFE).
  • 4. Developed Statistics Extractor (AR-360) Petrel plug-in for ADNOC and multiple plug-ins for Saudi Aramco and PDO.
  • 5. Developed tools and ingestion pipelines for ingesting subsurface data into OSDU.
  • 6. Also led the team responsible for DELFI migration of clients like Chevron, Equinor and Aker.
  • 7. Actively involved in coaching and mentoring of junior colleagues and guide them in their career progression.
  • 8. Top scorer in all 3 BlueEdge schools.
Oil & GasPetrelDataiku DSSSQLPython (Programming Language)Coaching+16

Borehole seismic, llc

Intern | Consultant (Geophysics)

Feb 2017May 2017 · 3 mos · Dhanbad & Houston

  • The role was to form a team of 10-15 university students from scratch and train them to process microseismic data. I was responsible for distributing the raw microseismic data to the team and recollecting the processed data to ensure timely deliveries of the processed data to the company's Houston office. I held several follow up sessions with the team to solve their queries and also managed their payroll. Also suggested some modifications to the company's existing processing software based on the team's requirements to improve its efficiency.
CoachingMicroseismicProject Management

Slb

Intern | Product Analyst

May 2016Jun 2016 · 1 mo · Pune Area, India

  • Introduced two new field navigation data formats (SPS and OGP P1/11) to ProSource Seismic - Exploration and Production Data Management Software of Schlumberger. Attracted new clients by analyzing software package offerings & predicting future requirements Proposed new UIs and data cutting algorithms to improve the efficiency of the product. Acted as a bridge between the Product Development Manager and the Developers by providing them with my proposal in the form of a requirement document. Project approved by Product Champion and majority of my proposals were incorporated in the next release (2016.3) of the software ProSource Seismic.
Product Analyst

Oil and natural gas corporation ltd

Summer Trainee

Jun 2015Jul 2015 · 1 mo · Dehra Dun Area, India

  • Completed the basic workflow of 3D Seismic Interpretation using LandMark interpretation software. The role involved study of the local geology, Well-log interpretation, Sonic Calibration, Synthetic
  • Generation, Fault identification, Horizon picking, Attribute analysis, Time structural Map and Velocity Modelling using Landmark.

Csir-national geophysical research institute

Summer Research Intern

May 2014Jun 2014 · 1 mo · Hyderabad Area, India

  • Numerical analysis of seismic data and use of Seismic Unix for practical understanding of seismic data processing.

Education

Indian Institute of Technology (Indian School of Mines), Dhanbad

Master's degree — Applied Geophysics

Jan 2012Jan 2017

Khalifa University

International Scholar

Jan 2016Dec 2016

Shiv Jyoti Convent School, Kota

High School Certificate Examination — Physical Sciences and Mathematics

Jan 2010Jan 2012

St. Patrick's H.S. School, Asansol

Secondary School Certificate Examination

Jan 2005Jan 2010

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