Simran Dhingra
Data Analyst Mentee @Society Of Petroleum Engineers Spe Calgary Section
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WORK HISTORY
Data Analyst Mentee @Society Of Petroleum Engineers Spe Calgary Section
Calgary, AB, CA
Capstone project for the SPE Data Science Mentorship Program, focused on making document heavy surveillance faster, more reliable, and actually usable for engineers.Implementing an end-to-end pipeline: document parsing semantic chunking vector embeddings (ANN search) hybrid retrieval (BM25 + dense) LLM response generation with source attribution.
EDUCATION
University of Alberta
Master of Science - MS , Petroleum Engineering
ABOUT SIMRAN DHINGRA
Github Portfolio: https://github.com/simidhingra28With a solid foundation in Petroleum Engineering from the University of Alberta, I currently harness my technical expertise in Reservoir Engineering at Imperial Oil. My role primarily focuses on reservoir surveillance and analysis, contributing significantly to our team’s efforts in optimizing hydrocarbon recovery.My academic background is complemented by hands-on experience in developing wellbore modeling tools using CFD principles and Python, enhancing operational efficiency and production optimization for steam flood wells. Through collaboration with diverse teams, I have successfully conducted data analysis, provided technical insights, and facilitated improvements in production processes.My commitment lies in advancing the oil & energy industry\'s efficiency, underpinned by a robust academic background and a keen understanding of engineering intricacies. Whether working independently or as part of a team, I am driven by a passion for solving complex challenges and bringing value to the energy sector.
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