Prabesh Joshi
Graduate Research Assistant at Southern Illinois University, Carbondale- Claim this Profile
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Bio
Credentials
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Machine Learning Foundations: A Case Study Approach
CourseraSep, 2017- Nov, 2024 -
An Intuitive Introduction to Probability
CourseraJul, 2017- Nov, 2024 -
Introduction to Molecular Spectroscopy
CourseraJul, 2017- Nov, 2024 -
Data Analysis and Statistical Inference
Coursera Course CertificatesNov, 2015- Nov, 2024 -
An Introduction to Interactive Programming in Python (Part 2)
Coursera Verified CertificatesOct, 2015- Nov, 2024 -
Finding Hidden Messages in DNA (Bioinformatics I)
Coursera Verified CertificatesOct, 2015- Nov, 2024 -
Principles of Computing (Part 1)
Coursera Verified CertificatesOct, 2015- Nov, 2024 -
Calculus: Single Variable
Coursera Verified CertificatesAug, 2015- Nov, 2024 -
Epigenetic Control of Gene Expression
Coursera Verified CertificatesAug, 2015- Nov, 2024 -
Global Postharvest Loss Prevention: Fundamentals, Technologies, and Actors
Coursera Verified CertificatesAug, 2015- Nov, 2024 -
Python for Genomic Data Science
Coursera Verified CertificatesAug, 2015- Nov, 2024 -
An Introduction to Interactive Programming in Python (Part 1)
Coursera Verified CertificatesJul, 2015- Nov, 2024 -
PH525.5x: Case study: RNA-seq data analysis
edXJun, 2015- Nov, 2024 -
PH525.6x: Case study: Variant Discovery and Genotyping
edXJun, 2015- Nov, 2024 -
PH525.8x: Case study: DNA methylation data analysis
edXJun, 2015- Nov, 2024 -
Regression Models
Coursera Verified CertificatesJun, 2015- Nov, 2024 -
Statistical Inference
Coursera Verified CertificatesJun, 2015- Nov, 2024 -
Getting and Cleaning Data
Coursera Verified CertificatesMay, 2015- Nov, 2024 -
R Programing
Coursera Verified CertificatesMay, 2015- Nov, 2024 -
ME209x: Thermodynamics
edXOct, 2014- Nov, 2024 -
edX Certificate for Explore Statistics with R
edXOct, 2014- Nov, 2024 -
Advanced Statistics for the Life Sciences
edX -
Introduction to Bioconductor
edX -
Introduction to Data Science in Python
Coursera -
Introduction to R
edX -
LAFF: Linear Algebra - Foundations to Frontiers
edX -
Mathematics for Machine Learning: Linear Algebra
Coursera -
Matrix Algebra and Linear Models
edX -
Statistics and R for the Life Sciences
edX -
edX Honor Code Certificate for Case Study: ChIP-seq data analysis
edX -
edX Honor Code Certificate for Introduction to Linux
edX
Experience
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Southern Illinois University, Carbondale
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United States
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Higher Education
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700 & Above Employee
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Graduate Research Assistant
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Aug 2016 - Present
- Near infrared (NIR) based inspection of fruit produce (Proximal sensing)- Application of machine learning in proximal sensing in agriculture- Strawberry proteomic analysis under gray mold infection- Post-harvest treatment methods (disinfection, UV treatment, MAP, packaging materials) for shelf-lifeextension- Developing sensory shelf-life estimation methods- Developing spectral preprocessing and feature selection methods
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Graduate Teaching Assistant
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Aug 2019 - Dec 2021
Lecturer for Precision Agriculture (AGSE472), for upper-level undergraduate students
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Project Coordinator
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Mar 2013 - Dec 2016
Proposed and received a grant from the government of Nepal (NARDF) for a seed production project in rural areas in mid-western development region of Nepal. ꟷ Surveys of the farmers/cooperatives to identify needed resourcesꟷ Acquired research and development grant for Stress Tolerant Rice Seed Productionꟷ Developing women empowerment programs in village development committeesꟷ Livelihood development programs for rural communities in western development region, Nepalhttp://nardf.org.np/article/Ongoing_11thCall
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Education
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Southern Illinois University, Carbondale
Doctor of Philosophy - PhD, Agricultural Science -
Southern Illinois University, Carbondale
Master's degree, Plant, Soil and Agricultural Systems -
Institute of Agriculture and Animal Sciences, Tribhuvan University
Bachelor of Science (B.Sc.), Agriculture