Resume

More of my credentials.

I am a passionate data scientist with extensive experience in academia, entrepreneurship, and freelance consulting. I leverage my strong mathematical and statistical background to develop and implement cutting-edge data science and AI solutions that empower businesses to make data-driven decisions and achieve significant growth.

Work Experience

University Lecturer and Researcher

September 2024 - Present

University of Otavalo

As a Professor of Mathematics and Statistics at the University of Otavalo, I have dedicated my career to bridging the gap between academia and industry. By focusing on business-related programs, I have equipped students with the quantitative skills necessary to make data-driven decisions and solve real-world problems. My teaching philosophy emphasizes the application of advanced computational tools and statistical modeling, enabling students to extract meaningful insights from complex datasets. Through my research, I have fostered a culture of innovation and encouraged students to contribute to the field of data science.

Lecturer and Instructor of Data Science and Artificial Intelligence

February 2024 - Present

Codings SAS

My role as a Lecturer and Instructor at Codings SAS allowed me to delve deep into the world of data science and artificial intelligence. I have successfully delivered specialized programs, guiding students from foundational concepts to advanced techniques in Python, machine learning, and deep learning. By providing a strong mathematical foundation and hands-on experience with popular frameworks like Scikit-learn and TensorFlow, I have empowered countless individuals to pursue careers in this rapidly evolving field.

Consultant

March 2023 - Present

Independent Professional and Freelancer

As a Data Science and Machine Learning Consultant, I have had the privilege of working with a diverse range of small and medium-sized enterprises. I have tailored data-driven solutions to address specific business challenges, from optimizing sales forecasts to improving customer segmentation. My expertise in implementing advanced analytics systems and AI technologies has enabled my clients to gain a competitive edge and drive sustainable growth.

Founder, CEO and Instructor

July 2021 - Present

Skillfac

As the Founder, CEO, and CTO of Skillfac, I have built a thriving online academy that empowers thousands of learners worldwide. I have played a pivotal role in developing and managing the platform, ensuring a seamless and engaging learning experience. By leveraging cutting-edge educational technologies, I have created a dynamic and interactive environment that fosters a deep understanding of complex technical concepts. My passion for education has driven me to design and deliver high-quality courses in data science, machine learning, programming and engineering.

Education

Master of Science Degree

November 2021 - September 2023

Salesian Polytechnic University - Quito, Ecuador

My Master of Science in Mathematical Methods and Numerical Simulation in Engineering equipped me with a robust foundation in mathematical modeling and computational techniques. By focusing on the numerical solution of complex engineering problems, I gained proficiency in selecting and applying the most suitable methods to optimize system performance. This expertise directly translates to the field of data science, where I can leverage these skills to develop sophisticated machine learning models and optimize data-driven processes. For instance, I can apply numerical methods to optimize hyperparameters in machine learning algorithms or to simulate the behavior of complex systems under various conditions.

Bachelor Degree in Engineering

August 2014 - March 2021

Technical of North University - Ibarra, Ecuador

My Bachelor's degree in Automotive Engineering provided me with a solid foundation in engineering principles, physics, and mathematics. I developed skills in system modeling, data analysis, and complex problem-solving, which are essential in the field of engineering. Through engineering projects, I cultivated a data-driven mindset, analyzing large datasets to optimize vehicle performance and automotive systems. This experience allowed me to develop critical thinking and the ability to solve real world problems.

Portfolio

Check Out Some of My Works.

In this section, you'll find a curated collection of projects that showcase my expertise in data science, machine learning, and artificial intelligence. I prefer to build solutions on topics related to engineering.

Interested in your education?

At Skillfac we have the best engineering, science and programming Spanish courses at the best price available.

Visit our site

Expertise

What Can I Do For Your Organization?

Next, I will present my knowledge and skills in different areas of machine learning, deep learning and artificial intelligence.

Computer Vision

Proficient in computer vision techniques for image classification, object detection, and image segmentation. Experienced in working with deep learning frameworks like TensorFlow and PyTorch for building and training convolutional neural networks.

NPL Tasks

Skilled in natural language processing tasks including text classification, sentiment analysis, named entity recognition, and machine translation. Expertise in using deep learning models like BERT, GPT-3, and Transformers for various NLP applications.

Generative AI

Passionate about generative AI, with a solid foundation in both theory and practice. I have developed creative models and applied this knowledge to solve real-world problems. I have experimented with various generative models, including GANs, VAEs, and diffusion models.

Tabular Data

Skilled in analyzing and modeling tabular data using statistical methods and machine learning algorithms. Proficient in feature engineering, data cleaning, and model evaluation. Experienced in working with large datasets and optimizing models for performance and scalability.

Reinforcement Learning

Driven by a passion for solving real-world problems, I have applied reinforcement learning to various domains. I have worked on projects such as optimizing industrial processes, creating personalized recommendation systems, and developing autonomous robots using DNN.

Consultancy

As a seasoned consultant, I have a proven track record of delivering innovative solutions to complex business challenges. With 3 years of experience in common industries, I have successfully led and contributed to a wide range of projects, including healthcare, engineering and finance. I have a deep understanding of statistical modelling and ML algorithms to solve most of data problems.

Hello, World.

I'm Bryan Gustavo Paredes.

About

Let me introduce myself.

Profile

Skills

Resume

More of my credentials.

Work Experience

University Lecturer and Researcher

University of Otavalo

Lecturer and Instructor of Data Science and Artificial Intelligence

Codings SAS

Consultant

Independent Professional and Freelancer

Founder, CEO and Instructor

Skillfac

Education

Master of Science Degree

Salesian Polytechnic University - Quito, Ecuador

Bachelor Degree in Engineering

Technical of North University - Ibarra, Ecuador

Portfolio

Check Out Some of My Works.

Travelling Salesman Problem

Food Delivery Time Prediction

Barbel Fitness Tracker

Travelling Salesman Problem

Food Delivery Time Prediction

Barbel Fitness Tracker

Interested in your education?

Expertise

What Can I Do For Your Organization?

Computer Vision

NPL Tasks

Generative AI

Tabular Data

Reinforcement Learning

Consultancy

Certifications

My Achievements

GitHub Foundations

Machine Learning Specialization

Artificial Intelligence Professional Certificate

Contact

I'd Love To Hear From You.

Where to find me

Email Me At

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