Abhinav Gairola
Data Scientist
Ashburn,VA
Summary
Curiosity driven PhD Data Scientist familiar with gathering, cleaning and organizing data for use by technical and non-technical personnel. Advanced understanding of statistical, algebraic and other analytical techniques. Highly organized, motivated and diligent with significant background in Stochastic Differential Equations/ Mathematical Modeling, and Machine Learning.
Overview
3
3
years of professional experience
10
10
years of post-secondary education
1
1
Certification
Work History
Data Scientist
Publicis Health Media
New York, NY
11.2021 - Current
- Within a month of joining helped the client and the company in developing a highly accurate multiclass classifier model for highly skewed dataset via stacking an AdaBoost classifier in tandem with an anomaly detection and classifying scheme.
- Performed data analysis and engineered a variety of features using SQL for complex healthcare datasets.
Postdoctoral Researcher
Engineering
Washington, DC
09.2019 - 06.2021
- Responsible for writing utilities in Python for techno-economic analysis of hybrid energy systems
- Numerical simulation and data analysis towards understanding the behavior of high-temperature test facility
Data Science Fellow
Springboard
07.2020 - 05.2021
- Python for Data Science (including the Pandas and NumPy libraries), Inferential Statistics (such as correlation analysis, A/B testing), Relational Databases (SQL)
- Machine Learning (supervised and unsupervised learning using Scikit-Learn and PyCaret), Data Visualization, and working with Big Data (MapReduce, Spark).
Education
B.S - Electrical Engineering
Sikkim Manipal Institute of Technology
Gangtok, Sikkim 07.2005 - 07.2009
Master of Science - Nuclear Engineering
Ecole Centrale Paris
Paris, France 07.2012 - 09.2013
Ph.D. - Nuclear Engineering
Kansas State University
Manhattan, KS 07.2015 - 07.2019
Master of Science - Nuclear Engineering
UPC Barcelona
Barcelona, Spain 07.2011 - 07.2012
Skills
Machine learning
Python
Jupyter Notebook
Git
AWS RedShift
Linux
Mathematical Modeling
Additional Information
- Visa Status: Green Card
Certification
Springboard Data Science Bootcamp
https://www.linkedin.com/in/abhinavgairola/
Timeline
Data Scientist
Publicis Health Media
11.2021 - Current
Data Science Fellow
Springboard
07.2020 - 05.2021
Postdoctoral Researcher
Engineering
09.2019 - 06.2021
Ph.D. - Nuclear Engineering
Kansas State University
07.2015 - 07.2019
Master of Science - Nuclear Engineering
Ecole Centrale Paris
07.2012 - 09.2013
Master of Science - Nuclear Engineering
UPC Barcelona
07.2011 - 07.2012
B.S - Electrical Engineering
Sikkim Manipal Institute of Technology
07.2005 - 07.2009