Eden Constantino

AI Automation Engineer

Luanda, Angola

Summary

Product oriented AI Engineer with approximately a decade of experience and a strong track record of delivering high-quality products within strict deadlines. I have demonstrated excellence in both public and private sector environments, ranging from service companies to product organizations (lately, mostly financial Services). My expertise lies in guiding organizations in adopting new technologies and methodologies to achieve their business objectives.

Endowed with a deep understanding of the entire software development and artificial intelligence lifecycle, I am eager to join a product management position in order to help business create or escalate their AI strategy.

Languages:

English, Korean, Portuguese, Spanish

Favorite Python Packages:

PyTorch, requests,pandas,django,fastApi

Experience

Standard Bank

AI AUTOMATION ENGINEER- Feb 2022 to Present

 

DISRUPTIONLAB (POWERED BY BANK ATLANTICO)

MACHINE LEARNING ENGINEER (Lead role) - Dec 2019 to Jan 2022

[On Behalf of Banco Millennium Atlântico]
Using the Agile methodology, I am Currently building Natural Language Processing solutions to enhance the communication between our partners and their clients as well as, building Machine Learning models to help them understand and extract value from their data. As the Product Owner and Lead ML Eng I am Leading all the processes from data collection, cleaning, and preprocessing, to training models and deploying them to production.

Some of the used stack: Python, Tensorflow, Keras, scikit-learn, Pandas, Numpy, Spacy, BERT, G Cloud Platform, Django, DRF, RASA, Docker, Elasticsearch, Logstash, Kibana, RabbitMQ

KRES

AI CONVERSATION ARCHITECT  (Freelance) -  Apr 2018 to Sep 2020

provided AI Conversational Design services resulting in deliverables to use as the basis for development and implementation of conversational services, in particular the digital geodata based advisory services.

- Review and redesign conversation flows
- Create new conversations flows
- Design the flows for both chat and Voice bots
- Design the chat contents in both Portuguese and English

KPMG

SOFTWARE DEVELOPER - Feb 2018 to Feb 2020

Since I joined the KPMG team, I have been continuously challenged to projects that aim to enhance the banking situation of the country.



Besides of automating, maintaining, implementing or developing new software solutions using RPA(Automation Anywhere) and IBM BPM technologies, my job is to advise several clients (Mostly Banks) on how best to use information technology in achieving their business objectives.



On May 2018 I engaged on a client "Banco BIC Angola (BIC)", which happens to be one of the top five banks in the country, based on compound growth rates, deposits, and loans. This project consisted of an implementation of *FOREX



*A solution to enhancement the process of money transfer in Angola (National Transfers and International Transfer)



Experience with Java, JavaScript, HTML, CSS, XML, Bootstrap, SQL Server, IBM BPM




I'm currently engaged on a new client “ BAI bank ”, which happens to be the first private bank in the country, Angolan best bank and recently also distinguished as "Best Digital Commercial Bank" in the country. With the aim to enhance the business operation of this bank, we adopt an Agile methodology and my main responsibilities are:




Operational Support - ensure that all BPM systems are up and running, that all processes are being created seamlessly, understand all the identified errors and correct them.



Preventive Maintenance - develop programs or procedures to minimize the impacts on the business operation.



Evolutionary Maintenance - Implement changes in the applications according to the needs of the customer.



Experience with Java, JavaScript, HTML, CSS, XML, Bootstrap, SQL Server, IBM BPM, DB2

 


ANDROMETAX
With help of 2 friends, founded my own company and Developed a number of web solutions to enhance our customers business performance.


 

  • -Developed a webApp called calliknt to enhance Knitting marketing of a client in South Korea. The webApp allows end users to sign up for Knitting classes as well as purchase knitted objects. It allows backend users to create workshops, view workshops applicants, confirm their payments and more.

*Experience with :

a)First contract: PHP, Laravel, MySql, Javascript

b)Second Contract: Python, Django, PostgreSQL, Vue.js


 

  • -Developed a web application with a database that contains information of all the companies that operate in the Angolan market in which we will have as a priority to show the annual business balance of each company.

*Experience:
a) First contract : PHP, MySql, AJAX
b)Second contract: Python, Django, PostgreSQL, JavaScript



- Redesigned and improving the performance and user experience of the international lounge's website of a university in South Korea.
* Experience with : PHP, JavaScript,MySql, HTML5, AJAX

Skills

Artificial Intelligence, Django, Django REST Framework, Fullstack Development, Git, Machine Learning, Selenium, Web Development, Web Scraping, jQuery

Joined: August 2019