Emanuel Calderon

Manager, Data/Cloud Engineer II

Professional/Managerial in Cloud/Data infastructure creation and ETL, and extensive experience in Data Science, Machine/Deep Learning and DevOps.

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About Me

My Introduction

Motivated/high-energy professional in Data Engineering/Analytics, DevOps, Statistical Process Control, and Project Management with desire to provide metric driven solutions, automation, and continuous improvement initiatives.

I am a life long student always looking for the next project to tinker around with, next certification and next opportunities to showcase my leadership skills/philosophies.

In my spare time I enjoy travelling and learning about different cultures. I actively assist my community in many projects that help folster community and relations.

08+ Years
experience
20+ Completed
projects
04+ Companies
worked
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Skills

My technical level

Management, Data Eng. II

More than 2 years

PySpark

93%

Python

93%

Terraform

89%

Jenkins

84%

Snowflake SQL

91%

Data Engineer

More than 2 years

PySpark

59%

Python

93%

Terraform

89%

Jenkins

84%

Snowflake SQL

91%

Analytics/Project Engineer

More than 3 years

Statistical Process Control

84%

HTML

61%

Java

53%

SQL

66%

JMP

66%

R

47%

Design/Structures Engineer

More than 2 years

Python

84%

Github

84%

NX

61%

Qualifications

My personal journey
Education
Work

Master Computer Science

Johns Hopkins University

Data Science Professional

Data Science Infinity

Data Engineering Track

Data Camp

MBA Business Analytics

University of Connecticut

BS Mechanical Engineering

University of Florida

Management, Data Engineer II

Travelers - Ct,USA
2024 - Curr.

Data Engineer

Travelers - Ct,USA
2022 - 2024

Analytics/Project Engineer

RTX-Pratt & Whitney - Ct,USA
2019 - 2022.

Design/Structure Engineer

RTX-Pratt & Whitney - Ct,USA
2016 - 2019.

Design / Web Developer / Programmer

FABCO AIR - Fl,USA
2015 - 2016.

What I'll Be Bringing

ML, AI & ETL pipes
Management, Data engineer II

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ML, AI & ETL pipes
Management, Data engineer II

  • I develop infastructure for pipeline ETL from source to target while providing CICD.

  • I leverage machine learning and artificial intelligence on data products.

  • I lead and manage a group of +6 Data Engineers and Sofware Engineers.

Infrastructure & ETL
Data engineer

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Infrastructure & ETL
Data engineer

  • Lead in the development of infastructure for pipeline ETL from source to target (AWS Suite, Terraform, etc...).

  • Leverage new upcoming technologies for data product efficiency and reliability.

  • Develop and circle back to organizational standard tools where we must follow for security considerations.

  • Coordinate with downstream Data Scientist for optimal machine learning outputs.

  • Developed 3rd Party -> AWS S3 -> AWS Step Functions -> AWS Sagemaker -> Snowflake Deep LEarning Data Products.

DevOps
Backend Dev.

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DevOps
Backend Development

  • Lead in backend services to use for packaging and hosting purposes (jenkins, docker, etc...).

  • Developed backend configuration orchestration between services to promote Deep Learning on AWS Sagemaker.

  • Developed AWS S3 -> Snowflake -> AWS Lambda <-> AWS SNS for auditing logs of confidential payloads.

  • Lead in decision making to best capture auditing and logging for confidential payload payloads.

HTML / JS / CSS
Frontend Dev.

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HTML / JS / CSS
Frontend Development

  • Passion project to have own portfolio of collected projects, experiences and quick UI access to connect.

  • Experience in front end orchestration between HTML <-> JS <-> CSS.

  • Experience interworkings with various JS/CSS websites for UI customization and ux element interactions.

Ui/Ux
Designer

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Ui/Ux
Designer

  • Maintained infrastructure reliance between UX fan blade designs <-> GOM Backend python interface.

  • Developed scripts to automate tedious data collection methonds from machine output location.

  • Led and managed formulation of parts/assembly's design in CAD Software for use on company live streaming web server.

Portfolio

Most recent work

Modern Website Portfolio

Passion project website of my portfolio, adaptable to all devices, with ui components and animated interactions.

Demo

Predicting Likelyhood of Customer Purchase

Streamlit hosted simply created Machine Learning (ML) model for a user to populate fields and return the predicted outcome of the likelyhood of a customer purchasing a product.

Demo

Streamlit Hosted Model Creation Logic

The logic and ML model type that went into the creation of Predicting Likelyhood of Customer Purchase. Step by step on type model picked, why and accuracy of the project.

Demo

Predicting Customer Loyalty Scores Using ML

The goal of this project was to build a model that predicts the loyalty score of the customers, given a portion of customers with scores already set.

Demo

Analyst helper agent

Project goal was to build a simple agent and help a data analyst by answering questions about a given dataset and returning DB query made for answer, both getting value off of the database and providing value to business customer.

Demo

Grocery store helper agent

The goal of this project was to mock a simple tool to showcase a very simple but also visually helpful tool to explain more complex orchestrations performed in a work project.

Demo

Contact Me

Get in touch

Call Me

239-273-2551

Email Me

emanuelacalderon@gmail.com
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