Aspiring Data Scientist / Data Analyst with a Master’s of Science and 3 + years of experience doing consulting roles, oftentimes using SQL for data analysis purposes. Recently obtained a Data Science certificate where I completed two end to end data science projects using Python, SQL, Excel.I obtained my Master’s of Science in Petroleum Engineering in 2018, where my master’s thesis was an application of machine learning to build a predictive model for an oil field in India. While in the program, I acted as a Research Assistant / Teaching Assistant in subjects like Geostatistics, where I developed data transformation and machine learning workflows (with 80% accuracy) to estimate future performance of oil and gas wells in a geologically complex oil asset (tight oil). More recently, I’m working as a Technical Consultant where I consult with production data analysts to tackle software issues related to data collection, data computations/visualizations and regulatory filing within P2 Merrick software products. Overall, I love data and all you can with it in the data science / data analysis fields.I’d welcome the opportunity to chat, please feel free to reach me on EMAIL (nathtranbox@gmail.com).Fluent in Vietnamese and EnglishSkills in Python, SQL, R, MatLab, CRM (Salesforce), Microsoft Office Suite
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Data ScientistNew American Funding Jun 2022 - PresentTustin, Ca, Us -
Data ScientistLoandepot May 2021 - May 2022Irvine, California, Us• Built propensity models predicting consumers converting to loan borrowers which helped optimize business operations.• Developed workflows to deploy machine learning models in clouds like Azure, Databricks or local environments.• Collaborated with external business partners to implement data science solutions in Databricks, Azure, on-prem servers.• Collaborates with outsourced data scientists to analyze customers’ behavior and optimize mortgage products. -
ConsultantP2 Energy Solutions Jan 2019 - May 2021Denver, Co, Us• Consult production data analysts to tackle software issues related to data collection, data computations/visualizations and regulatory filing within P2 Merrick software products.• Provide additional, valued added data cleanup services by developing complex SQL queries and scripts.• Identify significant software defects and specially focus customers in Customer Relation Management platform (CRM-Salesforce) -
Data Science StudentSpringboard Feb 2020 - Jul 2020San Francisco, California, UsFor my career transition from software consulting to data science, I leveraged Springboard's data science generalist track to learn data wrangling, statistical methods, supervised and unsupervised machine learning, data science development cycle, time series analysis, natural language processing, network analysis, recommendation systems, and deep learning.During this time, I completed technical projects involving SQL, JSON, API, inferential statistics, linear regression, logistic regression, clustering, and naive Bayes. I also completed 2 capstone projects whose reports I have linked below.Check out my complete data science portfolio:https://github.com/nathtranbox/Data_Science -
Analyst - Energy Industry PartnershipsUniversity Of Houston Sep 2017 - Dec 2018Houston, Tx, Us• Developed data transformation and machine learning workflows (with 80% accuracy) to estimate future performance of oil and gas wells in a geologically complex oil asset (tight oil).• Visualized time series data in different flavors for 60+ year-old oil and gas assets in Northeast India.• Performed forecasts based on historical data to evaluate economical potentials for 48 oil wells.• Developed relational data tables raw and computed data from different operations in oil and gas business.• Developed workflow and spreadsheet to evaluate CO2 emission from oil and gas production operations to educate awareness about environmental impact of greenhouse gas. -
InternChevron May 2017 - Aug 2017San Ramon, Ca, Us• Integrated historical and simulation data to evaluate economical values of three different business strategies for an offshore oil and gas asset in South West Africa.• Proposed a development plan to add 440 billion cubic feet of natural gas from a reservoir with complex fluid system in a carbonate interbedded sandstone reservoir. • Tuned up simulation model (using Excel Macro) to quantify connectivity within a subsurface structure in offshore Republic of Congo.• Performed probabilistic analysis (with Crystal Ball plug-in in MS Excel) as an assessment to evaluate the economics of future infill wells. -
Summer InternSercel Jun 2013 - Jul 2013Carquefou, Fr• Satisfied client needs by cooperating with leads in production and project teams to inspect seismic equipment.• Contributed to redesign assembling work station that reduced 20% of time elapse to assemble electrical circuits. • Ensured integrity of production process by updating training documents and auditing technical reports.
Nathan Tran Education Details
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University Of HoustonPetroleum Engineering -
SpringboardSpringboard - Data Science Career Track
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University Of HoustonPetroleum Engineering
Frequently Asked Questions about Nathan Tran
What company does Nathan Tran work for?
Nathan Tran works for New American Funding
What is Nathan Tran's role at the current company?
Nathan Tran's current role is Data Scientist.
What schools did Nathan Tran attend?
Nathan Tran attended University Of Houston, Springboard, University Of Houston.
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