Umesh Karki
Halifax,Nova Scotia
Summary
A Data Scientist with almost 1.5 years of experience executing data-driven solutions to increase efficiency, accuracy, and utility of internal data processing. Experienced at creating data regression models, using predictive data modelling, and analyzing data mining algorithms to deliver insights and implement action-oriented solutions to complex business problems. 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 [Area of expertise].
Overview
2
2
years of professional experience
2
2
years of post-secondary education
Work History
Associate Data Scientist
Everest Drain and Plumbing
Toronto, ON
03.2021 - Current
- Involved in Classification technique like Multinomial Logistics Regression in to find the
- Model/Manufacturer and the equipment Defect status, achieving 30 % more accurate prediction of performance than previous years
- Performed Sentiment Analysis of Work Order Notes by using Multinomial Naive Bayes highlighting safety related keywords, thereby taking precautionary steps to avoid workplace injury
- Performed Exploratory Data Analysis, Class Imbalance and Dimensionality Reduction while performing the Machine learning algorithm -
- PROJECTS
- Rene Wind
- Course Model Tuning "Rene Wind" is a company working on improving the machinery/processes involved in the production of wind energy using machine learning and has collected data of generator failure of wind turbines using sensors
- The objective is to build various classification models, tune them and find the best one that will help identify failures so that the generator could be repaired before failing/breaking and the overall maintenance cost of the generators can be brought down.
Education
Post Graduate - Data Science and Business Analytics
The University of Texas at Austin McCombs School of Business
Bachelor - Business
Tribhuvan University
Advance Diploma - Accounting
Australian Collage of Management and Technology
Diploma in Marketing - Marketing
Lamart Collage of Technology
Sydney Australia 11.2008 - 11.2010
Skills
Machine Learningundefined
Timeline
Associate Data Scientist
Everest Drain and Plumbing
03.2021 - Current
Diploma in Marketing - Marketing
Lamart Collage of Technology
11.2008 - 11.2010
Post Graduate - Data Science and Business Analytics
The University of Texas at Austin McCombs School of Business
Bachelor - Business
Tribhuvan University
Advance Diploma - Accounting
Australian Collage of Management and Technology
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