Ritwik Mukherjee

Ritwik Mukherjee

Houston, Texas, United States
3K followers 500+ connections

About

Energy professional with cross‑commodity experience across crude, refined products…

Articles by Ritwik

Activity

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Experience

  • General Index Graphic

    General Index

    Houston, TX

  • -

    Houston, TX

  • -

    Katy, TX

  • -

    Lubbock, Texas, United States

  • -

    Sambalpur, Odisha

Education

Licenses & Certifications

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Volunteer Experience

  • President

    Texas Tech Residence Hall Association

    - 10 months

    Education

  • SPWLA Texas Tech University Chapter Graphic

    Secretary

    SPWLA Texas Tech University Chapter

    - 1 year 1 month

    Education

  • Marketing Director

    Texas Tech Residence Hall Association

    - 7 months

    Education

  • Shell Graphic

    Volunteer

    Shell

    - 1 month

    Education

    Gas4India

Publications

  • The U.S. Energy Paradox: Efficiency at Home, Influence Abroad

    Petroleum Economist

    The article examines how the U.S. is reshaping the global energy landscape. With rising global demand and a population gradually moving toward 8 billion, oil continues to anchor energy security while enabling investment in cleaner alternatives. The U.S. now sits in a prime position to lead a diversified, balanced energy transition that other countries can model.

    Other authors
    See publication

Projects

  • Market Relationships Using Pearson's Analysis

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    Built a scalable function to analyze 30 unique price codes. Converted prices to percent changes to focus on relative movements, then calculated Pearson correlations with p-values to identify statistically significant relationships and uncover meaningful market trends.

  • Development of North American HEFA Processed SAF Prices

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    Leveraged the Kristina Brandt and Washington State University HEFA cost-of-production model, extending the macro logic to produce SAF cost benchmarks for North American markets, including the Gulf Coast and West Coast.

    Other creators
  • Automating End of Day Value Calculation

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    Developed a streamlined pricing function to replicate and automate a key end-of-day valuation process used in the physical commodity trading world. The initiative involved writing a reusable Python-based utility to assist with price standardization and reduce operational workload.

    Other creators
  • North American Energy Transition Product Module

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    Spearheaded end-to-end development of the North American Energy Transition price series at General Index. Leveraged agile tools like Jira to manage cross-functional workflows, ensuring timely delivery while aligning the product with evolving market needs and strategic growth goals.

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  • North American Crude Product Module

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    Led development of crude price indices across North American pipeline markets, including ICE-listed GX vs ICE HOU benchmarks for ~26 US crudes. Collaborated with Index & Data teams to grow index coverage by 200% in 2 years.

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  • Correlating Crude Grades

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    Developed functions, thresholds and correlation graphs to identify best-in-case reference grades for illiquid crudes trading in the North American markets.

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  • Rail Freight Cost Indicator

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    Developed a regression model to forecast rail freight costs across North American crude corridors, enhancing visibility into transportation trends and supporting pricing strategy.

    Other creators
  • Permeability Estimation using Drawdown Analysis

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    Analytical model to forecast reservoir grid permeability using single-phase, one-directional flow model. Validation of permeability using analytical drawdown equations.

  • Anomaly Detection - A Statistical Approach to Well Logs

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    Research project to identify anomalous wells logging the Chester formation. Using basic statistical variables, a "control group" was established consisting of similar wells, which was used as a reference.

    Other creators
  • History Matching And Reservoir Development

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    Prediction of permeability by history matching production data. Multiple scenario analyses carried out to model reservoir, economic viability, and critical reservoir parameters.

  • Economic Model For Thermal Oil Recovery (TOR)

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    Identification of critical variables needed for a non-commercial personnel to develop a quick revenue and cost calculator for thermal injection and recovery of heavy oil.

  • Upscaling Two-Phase Reservoir System For Permeability Prediction

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    Two-phase pressure constrained reservoir model developed and optimized using multiple mathematical models including Newton Raphson, Gaussian, Gauss-Jordan and Crout.

  • Hydrogen Subsurface Storage System

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    Injection well design for storing hydrogen subsurface, including analysis and consideration of geology, reservoir, geo-mechanics, and material.

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  • Petrophysical Analysis of Cormorant Formation (Limestone)

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    Petrophysical analysis of multiple potential pay-zones to identify commercial viability for operator.

    Other creators
  • Movie Ratings

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    Developed a recommendation system to predict movie ratings based on genre, with a generalized model capable of segmenting data by gender, age, and genre preferences.

  • Housing Price Prediction

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    Generalized regression model developed to predict the median value of housing in multiple US districts.

Languages

  • English

    Native or bilingual proficiency

  • Hindi

    Native or bilingual proficiency

  • Bengali

    Native or bilingual proficiency

  • French

    Limited working proficiency

Organizations

  • Society of Petroleum Engineers

    -

    - Present

    Reservoir and data analytics

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