● Developed machine learning models using python to predict cumulative oil rates given well completion variables.● Created visualization dashboards in Power BI to perform multi-variate analysis.● Used MOSAIC software to evaluate reserves and perform oil well decline analysis for economic investment considerations.

● Successfully initiated and planned infill well shorting interventions to maximize bitumen production via SAGD – Infill wellinteractions● Effectively managing field well testing and AER proration requirements● Designed monthly production forecasts to accurately align with yearly goals and targets● Creating spotfire dashboards to further optimize data visualization efforts to maximize production● Worked with GE analytics on a joint project to use machine learning techniques in order to optimize oil production

● Efficiency operating a large portion of the SAGD well pairs at Leismer (Pads 1&2). 21/43 well pairs.● Skilled with well pair troubleshooting and ESP optimization techniques by being able to resolve performance issues.● Operating all 9 infill wells at Leismer with a strong understanding of the effects of infill wells on neighboring well pairs● Successfully reduced the SOR on Pad 1 after the infill wells start-up by balancing steam to the pad.● Growing an understanding of how to effectively operate the only 2 progressive cavity pumps at Leismer by monitoringefficiencies.● Analytically determined bottom water aquifer leakoff rates by applying reservoir engineering principles to 2013turnaround observation well data. Strengthened the understanding of the bottom water aquifer by optimizing sourcewater rates to maximize bitumen production.● Learning wellbore modelling techniques to hydraulically model wellpair performance for steam injection and newcompletion technologies.

● Efficiency learned surface operations by hand on experience in the central processing facility.● Completed all safety training requirements and obtained the proper tickets for field work● Safely started new well pairs via steam circulation in the field by leading operators.● Witnessed and learned well intervention procedures by assisting with well lock-out/tag-out procedures.● Successfully optimized and provided operational recommendations on produced water heat exchanger efficiencies toreduce OPEX costs.● Effectively managed the entire Leismer field during weekends and holidays by individual well pair optimization.● Gained a strong understanding of the CPF water balance process by collaborating with operators and tracing linesthrough the water treatment process.● Safely lead the producer well bubble tube restoration project by intelligently designing a new strategy for pumpingdiesel downhole.

● Completed wellbore modelling using CMG STARS to assist with well pad operations by optimizing steam injectionlocations.● Involved with the bottom water management team. Provided reservoir engineering knowledge for mitigation techniquesand supported senior engineers write a 2014 heavy oil conference paper "Bottom Water Pressure Rise in SAGD withdisposal and retention implications”● Created data visualization spreadsheets using macros to provide the subsurface team with more efficient ways to look atdata.● Assisted senior engineers with the solvent co-injection project by providing support for tracking solvent production● Supported field history matching and forecast simulations with senior engineers to maximize bitumen production fromLeismer.● Engaged in a multi-disciplinary group for the Pad 5 start-up and provided reservoir engineering insight for padcirculation.

● Worked 16 hours per week while completing the last year of engineering school.● Assisted with reservoir engineering modelling by setting up run files● Prepared data input for reservoir simulation by efficiently sorting through historical data● Observed how the production accounting system at Equinor works

● Effectively learned the how the SAGD process works.● Applied strong reservoir engineering skills to assist in optimizing bitumen production.● Trained in CMG STARS simulator to assist in modelling steam chamber growth.● Coordinated data preparation for field history matching and realization rankings.● Created macro driven excel files to optimize engineering workflow for senior engineers.I also gained experience with well optimization by assisting operations of one of the 4 pads that are currently operating at Leismer. These optimization techniques include manipulating well variables (ESP Frequency, Steam Rate, Surface & Casing Pressures) to target optimum subcool levels along the horizontal section of the well.