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RITU SINHA

@ritusinha

Operations engineer at Hindustan Petroleum Corporation Limited who developed a Python soft sensor to predict Reformate RVP.

India

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What I'm looking for

I’m looking for an analytics-focused role where I can apply process and operational data analysis, predictive modeling, and data visualization.

At Hindustan Petroleum Corporation Limited, I analyzed real-time and historical DCS and PIN data for the NHT–CCR unit, using trends to investigate deviations and identify bottlenecks.

I developed a Python-based soft sensor to predict Reformate RVP from historical process variables and laboratory data, supporting continuous quality monitoring with less reliance on intermittent lab measurements.

I also designed a Microsoft Power Apps dashboard that brought field jobs, work permits, equipment availability, and shift activities into one monitoring interface. I prepared performance reports and tracked chemical consumption and inventory trends to support management decisions and procurement planning.

In a credit-risk modeling project, I built an XGBoost pipeline to predict first-EMI defaults on auto loans, using feature selection to narrow the inputs to 20 predictive features. I’m building hands-on capabilities in Python, SQL, and data visualization for analytics-focused roles.

Experience

Work history, roles, and key accomplishments

Operations Engineer

Hindustan Petroleum Corporation Limited

Aug 2024 - Sep 2026 (2 years 1 month)

Analyzed real-time and historical DCS and PIN data to monitor stability, product quality, and hydrogen production of the NHT–CCR unit. Developed a Python-based soft sensor for continuous prediction of Reformate RVP and designed an operational dashboard using Microsoft Power Apps.