Jyoti Rana

adrlfw@r.postjobfree.com 213-***-****

EDUCATION:

Iowa State University, Ames, IA

Bachelor of Science

Information Systems-Mathematics

SKILLS:

● Python, Java, SQL, MATLAB, SAS, Enterprise Miner

● Microsoft Office Suite

● Basic Machine Learning, Experience with ML libraries

● Coding ability to produce clean, efficient code as well as testing, debugging and understanding code bases EXPERIENCE:

Business Analyst, Global Atlantic Financial Group, August 2020 - November 2021

● Used analytical skills to complete policy calculations and illustrations

● Communicated product information and calculations to internal and external customers

● Performed data enhancement, validation and verification with customers

● Collaborate daily with business analyst, developers and clients to create customer solutions

● Developed code, built and use calculation tools in MS Excel including VBA Machine Learning Intern, Broad Institute of MIT and Harvard, October 2018 - May 2019, February 2020 - August 2020

● Used Unsupervised Machine learning techniques to extract activity of single neurons from neuronal population recordings data collected through electrophysiology

● Implemented Principal Component analysis, Spatio-Temporal Independent Component Analysis, Image Segmentation, Deconvolution Event Detection and Non-negative Matrix Factorization techniques to identify, separate and detect signals of these individual Neurons from multiple neuron data Research, Summer 2018:

●Developed an application (in Python) to use a tree-based learning algorithm to model the deadline hit and miss patterns of periodic real-time tasks. The algorithm used formal verification techniques to predict future deadline hits and misses

● Wrote application to create custom surveys in Python

● Implemented algorithms to accelerate model training process

● Developed and tested code

Teaching Assistant for Department of Computer Science, Fall 2017- Spring 2018: Coms 207, MIS 307 (Java, Python):

● Taught recitation sections

● Conducted laboratory sessions; designed quizzes and tests

● Experience with managing large groups

Student Consultant, Spring 2017 - Fall 2017:

● Resolved issues regarding networking (wired, wireless, and dialup), and email problems

● Assisted student body of 36,000, faculty, and staff with technology questions

● Improved ticket documentation process to increase organization and efficiency Student Tutor, Fall 2016 - Spring 2017:

● Tutored; supervised 15-20 Students in Java, Python course

● Assisted with assignments, homeworks

PROJECTS:

● Created a book sharing application for college students with a graphical interface in Python

● Modelled a classifier to classify characters using Bayesian Classifier and Maximum Likelihood Estimation method. Average accuracy of the classifier was 91%

● Performed predictive analyses and created data visualizations using rapidminer, tableau to predict chances of graduate admission based on various factors CLUBS:

● Women in Science and Engineering (WISE)

● Student Fundraiser at Iowa state university Foundation(Spring-2016)

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