Data Scientist/Distinguished Research Fellow Resume Batavia, IL - Hire IT People

SUMMARY:

An innovative data scientist with more than 10 years of experience in big data, machine learning, and statistics.
Passionate about explaining data science to non - technical audiences.
Deliver regular presentations of solutions, ideas, pending issues in team meetings.
Organize workshops, hands-on technical teaching sessions, data science events.

TECHNICAL SKILLS:

Software and Programming Languages: C++, Python (scikit-learn, numpy, scipy, pandas), R, SQL, Hadoop (Hive, MapReduce), Linux/Windows, Microsoft Excel, LaTeX, ROOT, Bash scripting, HTML

Machine Learning: regression, clustering, classification

Statistical Methods: regression models, hypothesis testing and confidence intervals, principal component analysis and dimensionality reduction

PROFESSIONAL EXPERIENCE:

Data Scientist/Distinguished Research Fellow

Confidential, Batavia, IL

Responsibilities:

Convener/Leader for proceedings of Physics Object (Lepton) Identification group.
Expert for sub-structure techniques in Clustering algorithms and applications for new physics searches.
Software development using Python, C/C++ to create custom statistical tools.
Developed and maintenance of SQL tools for accessing detector conditions database.
Supervision and mentor of young researchers working for their Doctoral theses.
Organizing training workshops, coordinating weekly Physics meetings.
Peer reviewing physics data analyses for new searches at CMS and contributions to Indian Journal of Physics (INJP).
Member of editorial board at "Frontiers in Physics".
Concurrent with PostDoc Fellowship at KSU.

Data Scientist/ Postdoctoral Fellow

Confidential, Manhattan, KS

Responsibilities:

Analyse physics data collected by CMS detector at Large Hadron Collider.
Perform data cleaning, visualization, parameter selection, hypothesis testing, and provide statistical significance.
Used Clustering techniques to improve known physics search results by 20 to 30%.
Entrenched use of techniques like MonteCarlo Simulations, Machine Learning algorithms, Predictive and Exploratory Analysis.
Proctor scientific meetings, workshops, teaching technical sessions.
Attend conferences and workshops to broaden knowledge and share research results/ideas.

Senior Research Fellow

Confidential

Responsibilities:

Data Filtering: store only interesting data.
Feature selection: because not everything recorded in data is useful
Data Reduction and Selection for analytics
Data Visualization and Exploratory analysis using ROOT, python

Junior Research Fellow

Confidential

Responsibilities:

Work for world's largest scientific collaboration CMS.
Contribute towards collaboration wide analysis tools like CMSSW, ROOT
Teach calculus courses and introduction to Probability and Statistics.
Create and maintain project webpage - HTML

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Data Scientist/distinguished Research Fellow Resume

Batavia, IL

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