Luke Olson Email & Phone Number

Menlo Park, CA, US

Dallas, Texas, US

• Evaluation, planning, and execution of migrating extract and load portion of data pipeline from homegrown scripts to open source system (Airbyte) - ~95% reduction in failure and error alerts to date for migrated.
• Development (Python) of multiple Airbyte connectors (both API and ODBC)
• Handling of orchestration layer (Airflow), connecting to transform layer (DBT)
• Development of new config and orchestration layer (Django and Celery)

New York, New York, US

• Creation of an ELT pipeline to load any data source from S3 (AWS) to Snowflake
• Frontend app development for data ingestion (React & Redux)
• Project lead on integration with client API endpoints for low-latency requests
• Ad-hoc pipeline development for internal BI/data science team

• Productionalized a standardized data pipeline (Python/Pandas) to validate, clean, transform, and load all client data into Postgres database (hosted on AWS)
• Automation of numerous tasks required within data operations
• Various sprint based projects within the data science team
• Direct interaction with both clients and end-users to better understand data analysis/processing needs

San Francisco, CA, US

• Creation of data pipeline (Python) to ingest customer build data, clean, run error logic engine, store needed data (MongoDB), and return build issues via web app (Flask)

• Customer segmentation via K-Means clustering
• Tested multiple regression models, leading to the use of multi-layer perceptron to model each cluster, predicting and forecasting shrink
• Predicted the quantity of shrink per visit 27% more accurately compared with the naïve (baseline) approach
• Forecasted the value of shrink per store 42% more accurately than the naïve approach, a difference of roughly $80,000 per month

Verona, WI, US

• Worked with customer analysts on a daily basis to resolve system issues and build solutions to specific customer needs
• Server-side software development (via Caché) for new functionality as well as fixes to system issues across multiple versions of software
• Developed searches to efficiently query large databases
• Helped client become one of the fastest organizations in the US to achieve HIMSS Stage 7 after implementation

Denver, CO, US

• Evaluation of Austin Chalk, Buda, Olmos, San Miguel, and Pearsall formation potential in South Texas
• Incorporation of Spotfire and ARIES to determine economic viability of formations regionally
• Worked in corporate joint venture team with exposure to reservoir, completions, production, and geology

Denver, CO, US

• Analyzed production for over 3000 horizontal wells in Barnett to determine shale’s terminal decline rate
• Worked with corporate reserves group to track US SEC comments

Houston, Texas, US

• Evaluation of dual stage plunger lift as economic alternative to gas assisted plunger lift in Barnett
• Collected well data from multiple sources and performed analysis using Spotfire
• Worked in North Fort Worth Basin production group, with weekly exposure to field operations
• Became familiar with gas lift valves, jet pumps, ESPs, compressors, and numerous types of plungers

Denver, CO, US

• Worked in a small team setting incorporating engineers, geologists, geophysicists, and landmen
• Evaluated historical acidizing and hot oiling of the Frontier Formation for production improvement
• Presented results and recommendations to South Rockies team, Billings office, and corporate office
• Witnessed field operations in both the Williston Basin and the Powder River Basin

Houston, Texas, US

• Assisted in shooting fluid levels, gauging tanks, well head service repairs, well failure reports
• Worked in field getting hands on experience on flow of oil and gas from reservoir to battery
• Experienced firsthand job responsibilities of numerous workers involved in production process
• Evaluated wells with extreme fluid levels in order to increase well output and efficiency
• Witnessed drilling rig, frac job, work over completion, wireline, pump change

Bachelor Of Science - Bs, Petroleum Engineering

Data Science Immersive, Data Science