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About Me

Noela Jean Bunag is a results-driven and skilled Software Developer with over 3 years of experience in the IT industry, specializing in Python programming.

She is adept at developing robust and efficient software solutions, with a keen interest in the realms of Artificial Intelligence (AI) and Natural Language Processing (NLP).

Experience

Application Developer

Atos Information Technology Inc.
March 2022 - Present

  • Migrate the compliance tests in Disney's EMC/VMware Smart Assurance Network Configuration Manager tool to Forward Networks.
  • Develop compliance tests in Forward Networks that validate the network device configurations match that of the formally designed standards, design guides and technical bulletins.
  • Automate the retrieval of the report using the Forward Networks API.
  • Build comparison reports that display the differences between the results of the test in Smarts and Forward Networks.
  • Update the UI of the company’s portal for tron network automation using React and Typescript.
  • Build a workflow dag in airflow that automates the RITM creation, config generation and rendering of the config to a bucket.

Python Developer

Hightouch Smiles Inc.
April 2021 - March 2022

  • Responsible for developing a web application that display the results of the automation of the account management report using Flask.
  • Automates the data retrieval process using Amazon SP-API, Infusionsoft API and web scraping and automation using Selenium.
  • Build text-classification models that categorizes the customer messages based on it's complaint type and integrate the model to the web aplication.
  • Deploy the web application into a Linux-based virtual private server using gunicorn and nginx.

Python Developer

Resourcebox International Solutions Inc.
October 2020 - April 2021

  • Responsible for developing the front-end of the web application used to display the special pricing process of the company, using HTML5, CSS3, JavaScript and Metro4.
  • Responsible for the API Integration of the data from NetSuite to the web application.
  • Participates fully in an Agile-Scrum software development process and uses Azure DevOps as the collaboration tool.

Junior Machine Learning Engineer

Omdena
December 2020 - February 2021
Project: Detecting Weed to Reduce Costs & Environmental Footprint

  • One of the 44 collaborators from 18 countries to work with the Omdena-Weedbot project, develop a high-speed plant image recognition neural network for weed detection, to facilitate pesticide-free food production and reduce the final price for such food, encouraging people to buy organic food and follow a healthy lifestyle.

Education

Bachelor of Science in Electronics Engineering

Malayan Colleges Laguna : A Mapua School
June 2015 - July 2020

Data Science Training

Business Intelligence Skillcamp

Eskwelabs
September 2020 - October 2020
Module 3: Inferential and Predictive Analystics

  • Visualize and draw insights from quantitative data and conduct statistically rigorous A/B tests.
  • Optimize what to do based on scenario analysis and constraint management
  • Forecast future trends based on historical data
  • Provide analysis on a company called Eskwelaro to decide whether it is good company to invest or not.

Skills and Abilities

  • Technology: Machine Learning, Web Development, Forward Networks, API Development
  • Programming: Python
  • Front-end Technologies: HTML5, CSS3, JavaScript, React
  • Analytical Tools: MS Excel, Google Sheets
  • Database: SQlite, PostgreSQL, MongoDB
  • Web Frameworks: Flask, Django, FastAPI
  • Workflow Orchestration Tools: Apache Airflow
  • Version Control: Git
  • DevOps: Azure DevOps, Docker
  • Software Development Life Cycle: Agile-Scrum

Online Courses and Certififcations

Deeplearning.ai Tensorflow Developer
Deeplearning.ai through Coursera

AWS Fundamentals Specialization
Amazon Web Services through Coursera

Python 3 Programming Specialization
University of Michigan through Coursera

Statistics with Python Specialization
Umiversity of Michigan through Coursera

SQL for Data Science
University of California Davis through Coursera