Nathan Tran Email & Phone Number

Tustin, CA, US

Irvine, 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.

Denver, 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)

San Francisco, California, US

For 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.

Houston, 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.

San 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.

Carquefou, 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.

Bachelor'S Degree, Petroleum Engineering

Springboard - Data Science Career Track

Master Of Science (M.S.), Petroleum Engineering