System Engineer, Data Scientist Resume
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Fort Collins, CO
SUMMARY
- Highly motivated specialist with more than 15 years of experience in machine learning, data science, data analysis and visualization. Dedicated and innovative scientist with excellent analytical skills, technical expertise, and comprehensive experience in real - world projects, combined with strong leadership skills.
TECHNICAL SKILLS
- Python
- Predictive Analytics
- Hadoop
- MapReduce
- PostgreSQL
- Machine Learning
- Big Data
- Apache Spark
- Data analysis
- JMP / SAS
- ETL tools
- Data Science
- Data Visualization
- Data Mining
- Linux
PROFESSIONAL EXPERIENCE
Confidential, Fort Collins, CO
System Engineer, Data Scientist
Responsibilities:
- Performed ETL and analysis of data from proprietary DC-DC control devices (Hadoop, MapReduce, Python, PostgreSQL, MySQL)
- Improved system performance by 30% by creating shell scripts for system integration, statistical analysis and predictive analytics
- Decreased the fail rate of photovoltaic DC-DC control devices by 90%
- Administrated Linux based software for proprietary DC-DC control devices
- As a data scientist, developed BI tools for monitoring the performance of proprietary DC-DC control devices (Python, SQL, PostgreSQL, JMP), anomaly detection and trend analysis
- Performed statistical data analysis and data visualization using Python, PostgreSQL, MySQL, Excel, JMP/SAS
- Developed scripts for data mining using Excel and Visual Basic
Confidential, Fort Collins, CO
Postdoctoral Research Fellow
Responsibilities:
- Developed algorithms for large scale data analysis (C/C++, PERL, Python, Matlab)
- Developed, validated, and implemented a statistical precipitation model
- Developed presentations on findings using Microsoft PowerPoint.
Confidential, Amherst, MA
Research Assistant
Responsibilities:
- Successfully improved the observation and prediction techniques for hazardous weather events while participating in the Collaborative Adaptive Sensing of the Atmosphere (CASA, NetRad) project
- Developed algorithms for weather modeling and prediction (C, MatLab)
- Designed and prototyped hardware for the Distributed Collaborative Adaptive Sensing Systems
- Led a group of undergraduate students and coordinated research tasks
Confidential
Intern
Responsibilities:
- Composed meteorological station descriptions for the Helsinki testbed
- Designed a working web-page prototype to be used in testbed management
- Optimized and improved the strategy for adding new sensors to the testbed
- Developed Microsoft PowerPoint presentations
Confidential
Research Assistant
Responsibilities:
- Developed object detection and data mining algorithms for the Ground Penetrating Radar research project (NN, Fuzzy Logic, KNN, C, MatLab)
- Created and implemented multi-sensor data fusion algorithms