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$18 USD / time
Flag for DOMINICAN REPUBLIC
santo domingo oeste, dominican republic
$18 USD / time
Det er i øjeblikket 5:32 PM her
Tilmeldt september 29, 2020
0 Anbefalinger

Pedro Jesús G.

@PedroJG27

0,0 (0 anmeldelser)
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$18 USD / time
Flag for DOMINICAN REPUBLIC
santo domingo oeste, dominican republic
$18 USD / time
100 %
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Til tiden
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Mechatronics Engineer & Data Scientist

Do you need for you assignment or project to be developed in a way that you and any other team members could understand and deploy an AI-based application with useful and clear insights, as well as with step-by-step guides? If so, you already have found the correct match! Hi, here is your next Data Scientist professional ready for your inquiries! I develop ML/DL solutions for you, in which documentation and code understanding and clear conclusions are important keys for a well-structured and reliable project. Main programming languages with industrial-expertise domain: - Python (Data Science field) - MATLAB (Modeling and simulation) - PostgreSQL (Database query) Data Science tools in which I have a solid background: - Pandas - Sklearn (Machine Learning domain) - NER/SpaCy (Deep Learning and NLP domain) - Weight & Biases (for data visualization and model optimization purposes) - Scrapy/HTML/CSS (for scraping techniques) - Docker (container management) Some tools and methodologies for Version Control Systems: - Git & GitHub - Scrum (professional Agile methodology) Let's get in touch regarding any inquiries you have in mind! I'm willing to work with you and expand my skillset! Thanks in advance!

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Portfolio-mappe

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Erfaring

Data Developer

BNamericas
jul. 2022 - jan. 2023 (6 måneder, 1 dag)
• Extraction, analysis, and classification of relevant information over +60,000-sampled datasets, focused on various industries across Latin-American region, using robust Machine Learning models and depth-in optimization techniques. • Development of a system capable of automated extraction and classification of insights (over +1,000 categories) from up-to-date industry news, using large Natural Language Processing (NLP) models and hyperparameters-tuning tools during the training process.

Research And Development Engineer

Tracemark Technologies SRL
aug. 2020 - okt. 2022 (2 år, 2 måneder)
• Research and development of a A.I. model oriented to edge-devices, with the purpose of analyzing machinery conditions in order to make early and long-term predictions about its general state (predictive maintenance). • Backend developer for a multi-threading system (consisting of +10 parallel devices) capable of extracting data from local machinery located in a factory, them being able to process it for real-time representation of local conditions, production goals, and more key parameters.

MATLAB tutoring services

Instituto Tecnológico de Santo Domingo
feb. 2018 - aug. 2020 (2 år, 6 måneder)
- Manage of multiple numerical methods for engineering process optimization - Tutoring services of the subject Numerical Methods (CBM code) For more information, please check out my LinkedIn account: -> https://www.linkedin.com/in/pedro-jes%C3%BAs-germ%C3%A1n-peralta/

Uddannelse

Mechatronics Engineer

Instituto Tecnológico de Santo Domingo, Dominican Republic 2016 - 2020
(4 år)

Kvalifikationer

Machine Learning Certification

Coursera
2020
From Supervised to Unsupervised Machine Learning algorithms, explained within a deep mathematical scenario, while working with MATLAB as the main tool for developing purposes.

Neural Networks and Deep Learning

Coursera
2020
From intermediate to advance state-of-the-art Neural Network implementation using Python and Tensorflow.

NLP & NLTK Fundamentals

Platzi
2023
Fundamentals about most important NLP concepts, while working with Python NLTK library for putting then into practice.

Publikationer

[PATENT] Control system for descending of payload attached to a parafoil (U2020-0253)

EDWIN ANTONIO SANCHEZ CAMILO, ERICK CASTILLO FRANCISCO ESTEVEZ, PEDRO JESUS GERMAN PERALTA
The invention consists of a device designed to counteract the deviations of the loads tied to parachutes in descent caused by the climatic conditions of the area, responding efficiently to carry out these resources within a predetermined perimeter, checking at all times the functioning of the elements during their operation, as the stages of the planned descent of the parachute progress, implementing actions already designed through models and simulations before different disturbance scenarios.

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