Machine Learning Data Science

Vishnu Pandey

Houston, TX ● 832-***-**** ● *********@*****.*** ● linkedin.com/in/vishnu-pandey-b5485b28/ PROFESSIONAL SUMMARY

Senior Business and Data Science Consultant and SAFe® Certified Product Owner/Product Manager with over 20 years of experience in digital business solution management, analysis, and consulting services. Specializes in managing machine learning and generative AI- driven products. Demonstrates a robust understanding of the entire IT product lifecycle, excelling in translating user needs into actionable roadmaps. A strategic, profit-driven thinker with a proven track record of driving success in digital business solutions. Adept at leading culturally diverse, cross-functional teams to deliver innovative products and solutions. Exceptional at communicating complex data processes and products to non-technical audiences. Published twelve research papers in leading scientific journals, contributing valuable insights to the field.

PROFESSIONAL EXPERIENCE

Senior Business Analyst Jul 2021

Shell (Direct Employer: CGI) Houston, USA

Collaborated with the management, subject matter experts, UI/UX designers, developers, and architects to analyze the product requirements, define product strategy, product features, and development roadmap for on-premise and cloud-native, traditional machine learning, and generative AI products.

Engaged with end users for product feedback and work with scrum teams to prioritize features and estimate timeline and cost. Created user stories, wire-framed product UI, and analyzed product user analytics using complex SQL queries. Collaborated with project managers and developers to achieve realistic and time-bound product development tasks using Agile and DevOps methods.

Build, test, and validate machine learning models using AWS Sagemaker and Azure ML services. Geophysical Team Leader Sep 2013 - Feb 2021

CGG USA & Canada

Supervised and managed subsurface data science consulting projects for major energy companies and led interdisciplinary teams in projects from North America, South America, the Middle East, and Europe. Integrated geological, geophysical, geostatistical, petrophysical, and rock physics information built multiple plausible reservoir properties models using machine learning methods.

Developed workflows and was responsible for quality control on seismic quantitative & qualitative interpretation and inversion projects.

Worked with asset teams for prospect assessment, geohazards analysis, well planning, and uncertainty analysis. Product Champion May 2008 - Sep 2013

CGG India

Collaborated with business/sales managers and performed strategic marketing analysis to bring revenue through the software sales and maintenance business.

Conceptualized & executed product marketing campaigns in different industry events and demonstrated products to customers. Analyzed the client's requirements and worked with the development team to add new features and bug fixes in software releases. IT Analyst Aug 2006 - May 2008

TATA Consultancy Services India

Conducted thorough testing and quality assurance/quality control of Halliburton's exploration and production (E&P) software suites.

Translated customer needs and priorities for E&P products into comprehensive requirements documents. Worked closely with cross-functional teams to ensure successful delivery of software solutions. Scientist Aug 2003 - Aug 2006

Council of Scientific and Industrial Research India Led research project on seismological data analysis and developed seismological data automatic phase picking module. Analyzed the seismological data generated by indigenously developed earthquake recording systems. Prepared proposals for research funding and presented results and findings to stakeholders. Research Fellow Mar 2002 - Aug 2003

Indian Space Research Org Ahmedabad, India

Worked on building, training, and validating the regression models for predicting parameters for weather prediction. Performed remote sensing satellite image analysis using ArcGIS. EDUCATION

Indian Institute of Technology, Roorkee, India

Master of Technology, Applied Geophysics, 2002

MJP Rohilkhand University, India

Bachelor of Science, Electronics, 1998

CERTIFICATES

• SAFe® 6 Product Owner/Product Manager

• Managing Machine Learning Projects, Duke University

• Product Management: Building a Product Strategy, Skillsoft

• Prompt Engineering with Llama 2&3, DeepLearning.AI

• LangChain Chat with your Data, DeepLearning.AI

• Python for Data Science and AI, IBM

• Database and SQL for Data Science in Python, IBM SKILLS

• Product Management

• Data Science

• Machine Learning & Gen AI Use-Cases Design

• IT and domain Consulting

• Research and Stakeholders Management

• Presales, Marketing Promotion

• Product Strategy and Roadmap

• Project & Delivery Management

• User Stories and Requirements Analysis

• Business Analysis & Solution Evaluation

• Agile & DevOps Methodologies

• Python and SQL

• Tableau and PowerBI

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WORK PERMIT

I have a green card and can work for any employer. LOCATION AND WORK ENVIRONMENT

I am open to relocating and working in an onsite/hybrid/remote environment.

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