Arnab D.

Arnab D. Email and Phone Number

Senior Data Scientist @ SparkCognition | PhD, Generative AI @ Avathon
Arnab D.'s Location
Austin, Texas, United States, United States
About Arnab D.

With over 8 years of experience in data science, computational geophysics, and machine learning, I am passionate about applying cutting-edge artificial intelligence techniques to solve challenging scientific problems. I am currently a Senior Data Scientist at SparkCognition, a leading AI company that provides solutions for various industries, such as energy, aerospace, defense, and finance.At SparkCognition, I use generative AI to tackle complex physics-based problems. I leverage my skills in programming, C, Python, Fortran, MATLAB, and deep learning to develop and implement innovative algorithms and models that can generate realistic and accurate simulations and predictions. I also collaborate with a diverse and talented team of researchers, engineers, and domain experts to deliver high-quality and impactful results. Previously, I was a Graduate Research Assistant at The University of Texas at Austin, where I worked on probabilistic optimization methods for large-scale seismic inverse problems and deep learning for full waveform inversion and carbon sequestration. I also gained valuable industry experience as an Intern at Chevron, where I applied quantitative interpretation and data science techniques to seismic data analysis

Arnab D.'s Current Company Details
Avathon

Avathon

View
Senior Data Scientist @ SparkCognition | PhD, Generative AI
Arnab D. Work Experience Details
  • Avathon
    Senior Data Scientist
    Avathon Sep 2023 - Present
    Austin, Texas, United States
    Generative AI to solve complex physics based scientific problems.
  • Avathon
    Data Science Consultant
    Avathon Sep 2022 - Sep 2023
    Austin, Texas, United States
    Generative AI on seismic imaging
  • The University Of Texas At Austin
    Graduate Research Assistant
    The University Of Texas At Austin Aug 2019 - Sep 2023
    Austin, Texas Area
    Thesis : Regularizing seismic inverse problems : Transdimensional and machine learning based strategiesProbabilistic optimization algorithms for large scale seismic inverse problemDeep learning for Full Waveform Inversion and carbon sequestrationMy paper demonstrating the use of deep learning for FWI was awarded the best student paper in International Meeting of Geoscience and Energy-2022My presentation at EAGE (European Association of Geoscientists and Engineer-2022) received one of the highest ratings.Presented my research on SEG podcast : https://seg.org/podcasts/episode-155-removing-the-starting-model-for-fwi/
  • Chevron
    Intern
    Chevron May 2022 - Aug 2022
    Houston, Texas, United States
    Quantitative Interpretation/Data Science Intern
  • Shell
    Machine Learning Researcher
    Shell May 2021 - Aug 2021
    Houston, Texas, United States
    Denoising and Enhancement of seismic images using deep learning techniques
  • Schlumberger
    Research Geophysicist Intern
    Schlumberger Jan 2019 - Jul 2019
    London, United Kingdom
    Deep Learning For MultiComponent Data Processing inspired from computer vision community
  • Colorado School Of Mines
    Research Assistant
    Colorado School Of Mines Aug 2017 - Dec 2018
    Golden, Colorado
    - Dictionary Learning for Surface wave noise attenuation- Integrating Engineering and Seismic dataset to delineate the subsurface
  • Halliburton
    Machine Learning Technology Intern For Drilling Analytics
    Halliburton May 2018 - Aug 2018
    Houston, Texas Area
    - Developed machine learning, trend analysis and Recurrent Neural Network based models on real time data to optimize drilling operations- A multi-agent system which combines the strengths of all the models was developed.- Deployed machine learning models as python based microservices- Developed dashboard using NodeJS and AngularJS
  • Schlumberger
    Geophysicist / Software Developer
    Schlumberger Aug 2016 - Jul 2017
    Pune Area, India
    - Developer for Petrel plugins for Image Registration for Multicomponent Depth Processing- Developer for Petrel plugins for fault interpretation from post stack seismic data- Omega SFM Developer for Omega-ProSource Integration Project. The goal of the project was to develop modules to handle storage of large prestack seismic datasets in the data lake.
  • Schlumberger
    Research And Engineering Geophysicist
    Schlumberger Jul 2014 - Jul 2016
    Mumbai Area, India
    Worked in several roles as part of the Mumbai Seismic Processing Software team- Depth and time processing of seismic data - Quality Assurance (QA) of Velocity Model Building modules of Omega and Petrel seismic processing software- Client trainings on depth imaging and Common Image Point (CIP) tomography- Developed a Pre-stack seismic calculator plugin in Petrel
  • National Geophysical Research Institute
    Intern
    National Geophysical Research Institute May 2012 - Jan 2014
    Hyderabad,India
    - Curvelet based seismic denoising and interpolation:Application to crustal reflection dataFractal based initial models for seismic inversion- Seismic Modeling and Reverse Time Migration in frequency domain
  • Bg Group
    Summer Intern
    Bg Group May 2013 - Jun 2013
    Mumbai Area, India
    AVO analysis and Seismic Inversion for Characterization of Mid-Tapti Reservoir
  • Indian Institute Of Technology, Kharagpur
    Summer Internship
    Indian Institute Of Technology, Kharagpur May 2011 - Jul 2011
    Application of Artificial Intelligence Techniques to estimate Reservoir Properties

Arnab D. Education Details

Frequently Asked Questions about Arnab D.

What company does Arnab D. work for?

Arnab D. works for Avathon

What is Arnab D.'s role at the current company?

Arnab D.'s current role is Senior Data Scientist @ SparkCognition | PhD, Generative AI.

What schools did Arnab D. attend?

Arnab D. attended The University Of Texas At Austin, Indian Institute Of Technology, Kharagpur.

Not the Arnab D. you were looking for?

Free Chrome Extension

Find emails, phones & company data instantly

Find verified emails from LinkedIn profiles
Get direct phone numbers & mobile contacts
Access company data & employee information
Works directly on LinkedIn - no copy/paste needed
Get Chrome Extension - Free

Aero Online

Your AI prospecting assistant

Download 750 million emails and 100 million phone numbers

Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.