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Who am I

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I'm a Machine Learning engineer, BE in Computer Engineering, working on the development of systems utilizing artificial intelligence with a primary focus on computer vision. I always prioritize scalability and efficiency in the projects I engage with. I believe that the field of Artificial Intelligence is the most socially disruptive area and my goal in this field is to always work with technologies that positively impact society.

I entered the world of programming in 2015 and since then, I've explored various areas until I found my passion in artificial intelligence in 2021. I have specialized in Python and computer vision. I enjoy being involved in the artificial intelligence community and its open-source culture.

Within the field of artificial intelligence, I have worked with various frameworks and implemented research papers. I have significant experience in fine-tuning, model ensembling, and model optimization, primarily dealing with classification/clustering problems, object recognition/detection, OCR, as well as integrating models into embedded systems and accelerating their performance on CPUs.

My professional timeline

2015-2020

Various

Worked as a front-end developer, working with javascript/php and later flutter for mobile applications, doing a career change to Artificial intelligence by the end of 2020.

2021-2022

FDTE/Geovista

Junior Data Scientist

- Applied computer vision to extract data from real-time footages

- Realized clustering for customer segmentation

- Created dashboards for data vizualization

- Researched and developed facial recognition products

- Worked with multidisciplinary teams

2022-now

Intelicity

Machine Learning Engineer/Data scientist

- Researching and deploying computer vision projects with object detection/segmentation

- On-premise/cloud architecture configuration

- Migrated ML pipeline to the cloud

- Worked with OCR for plate recognition

- Optimized models for CPU edge-devices

- Managed entire projects and small

my skills

Artificial Inteligence

machine learning

etl

data analysis

clustering

classification

pandas

deep
learning

neural
networks

models cpu acceleration

embedded device deployment

pytorch

computer
vision

object
segmentation

object
detection

gans

ocr

opencv

dev-ops

linux

bash

server configuration

git

ci/cd

docker

Back-end

python

sql

fast-api

pipeline architecting

management

project management

team management

training

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