Jaime Avendaño

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ja.perez585@gmail.com

Experienced developer transitioning into a Data Analytics or Data Science role.

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Portfolio

About Me

I’m an programmer analyst with over a decade of professional experience. I also have strong communication skills, having presented to other programming groups, leadership teams, and with public speaking events with over a thousand guests.

My work has primarily been in the Healthcare IT space, but I welcome any challenge!


Education

Bachelor of Science in Computer Engineering - University of Rhode Island (2007 - Summa cum laude)

Certificates

UCSanDiego Data Science Micromasters- (August 2021, edX)

Expand to see specific courses 1. DSE200x: Python for Data Science
2. DSE210x: Probability and Statistics in Data Science using Python
3. DSE220x: Machine Learning Fundamentals
4. DSE230x: Big Data Analytics Using Spark

Google Data Analytics Professional Certificate - (April 2021, Coursera)

Expand to see specific courses and case study link 1. Foundations: Data, Data, Everywhere
2. Ask Questions to Make Data-Driven Decisions
3. Prepare Data for Exploration
4. Process Data from Dirty to Clean
5. Analyze Data to Answer Questions
6. Share Data Through the Art of Visualization
7. Data Analysis with R Programming
8. Google Data Analytics Capstone: Complete a Case Study
   Case Study - Fitbit Tracker Data


Machine Learning

Personal Project - NFL Data:

2020 Passing yards - Analysis

Salary Cap - Analysis and Regression

Python: scikit-learn, pandas, seaborn, xgboost

R: tidyverse, vtreat, ggplot2

Fast.ai

Fast.ai is a deep learning framework built around PyTorch

Penguin Image Classification
Transfer learning used to create a simple image classifier.

Cell Image Classification
Image classification using resnet18 architecture.


TidyTuesday

TidyTuesday is a weekly challenge to create a visualization representing that week’s dataset, hosted by RforDataScience community. The images are shared on Twitter under #TidyTuesday. It’s hosted by the RforDataScience community:

Some of my best work:

2021 - Week 20 - Broadband Use

2021 - Week 10 - SuperBowl Ads

2021 - Week 8 - W.E.B. Du Bois Challenge
This was a recreation of one of Du Bois’ visualizations.


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