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Summary

Expertise

Project Highlights

Education

Agency

BR

English:

Advanced

Benjamin R.

vetted by Youteam

Vetted by YouTeam

Mexico

UTC -06:00

America/Mexico_City

English:

Advanced

Computer Systems Engineer with experience in Artificial Intelligence, Machine Learning, and 10 years of Python experience.

Computer Systems Engineer with experience in Artificial Intelligence and Machine Learning. Skilled in information analysis, process optimization using Spark, and deploying models in the cloud using TensorFlow, Sklearn, and PyTorch. Expert in creating and optimizing pipelines, data preprocessing, and production deployment with technologies such as Azure, Python, (10 years), and Heroku, Machine Learning Engineer, (3 years), and Data Scientist. (3 years). Certifications: TensorFlow Developer Certificate (2023-2026); Large Language Models (LLMs), Transformers & GPT A-Z [SuperDataScience] - May 2024; Advanced NLP Techniques: LoRA for Fine-Tuning Llama3 LLMs [Udemy] - May 2024; Generative AI with Large Language Models [Coursera] - April 2024; Professional Certificate in DeepLearning.AI TensorFlow Developer [Coursera] - July 2023.

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Expertise

Years of commercial development experience

10 years of experience

Core technologies

Python 10 years
Machine Learning 3 years
Data Modeling 3 years
TensorFlow 4 years
Spark 5 years
Scala 3 years

Other technologies

Django
JavaScript
SQL
scikit-learn

Project Highlights

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Risk Analyst

Predictive analytics, including fraud detection and risk assessment project

Oct `22 - Present

2 years

BBVA Mexico, S.A., Multiple Banking Institution, BBVA Mexico Group

Predictive analytics, including fraud detection and risk assessment projects.

Responsibilities & achievements

• Developed and optimized machine learning models for predictive analytics, including fraud detection and risk assessment. • Designed and implemented computer vision and natural language processing (NLP) projects, improving accuracy and efficiency. • Collected, cleaned, and prepared large datasets for training Machine Learning (ML) and Deep Learning models. • Created and managed data pipelines for model development, including data preprocessing and feature engineering. • Researched and evaluated new AI architectures, techniques, and hyperparameter optimization strategies. • Deployed and monitored ML models on Azure and Heroku, ensuring smooth production integration and performance. • Collaborated with cross-functional teams to integrate AI solutions into business processes and applications.

Azure
Django
Flask
Machine Learning
Python
Spark
Data Modeling
Docker
TensorFlow
scikit-learn
pandas
PyTorch
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AI Engineer

Predictive Maintenance System

Jan `22 - Dec `24

3 years

National Polytechnic of Mexico City

Predictive Maintenance System.

Responsibilities & achievements

• Led the development of a predictive maintenance system for industrial machinery. • Utilized Python for data preprocessing, feature engineering, and model development, achieving significant improvements in maintenance scheduling and cost reduction.

Python
TensorFlow
Matplotlib
scikit-learn
pandas
PyTorch
Numpy
Seaborn
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AI Developer

Enhancement of AI models for computer vision and NLP tasks project

Dec `21 - Oct `22

10 months

Badak Soluciones

Enhancement of AI models for computer vision and NLP tasks project.

Responsibilities & achievements

• Led the development and enhancement of AI models for computer vision and NLP tasks, contributing to successful project outcomes. • Engineered data pipelines for model training and deployment, focusing on data quality and processing efficiency. • Conducted research on emerging AI technologies and implemented innovative solutions to improve model performance. • Deployed ML models using Azure and Heroku, managing the entire lifecycle from development to production. • Collaborated with stakeholders to gather requirements and ensure AI solutions met business needs and objectives. • Optimized model hyperparameters and evaluated various architectures to enhance model accuracy and robustness.

Azure
Django
Flask
Machine Learning
Python
Spark
Docker
TensorFlow
scikit-learn
pandas
PyTorch
Numpy
icon
AI Engineer

Sports Analytics Dashboard

Jan `20 - Dec `22

3 years

National Polytechnic of Mexico City

Sports Analytics Dashboard

Responsibilities & achievements

• Designed and implemented a sports analytics dashboard using Python, Flask, and various data analysis libraries. • Provided insights into player performance and game statistics, leveraging Pandas and Numpy for data manipulation.

D3.js
Flask
Python
pandas
Numpy
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AI Engineer

Automated Image Classification Pipeline

Jan `18 - Dec `20

3 years

National Polytechnic of Mexico City

Automated Image Classification Pipeline.

Responsibilities & achievements

• Created an end-to-end image classification pipeline using Python and TensorFlow. • Implemented data augmentation techniques and model optimization strategies to achieve high accuracy in real-time image recognition tasks.

Python
Data Visualization
TensorFlow
Keras
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AI Engineer

Personal Finance Management System

Jan `16 - Dec `18

3 years

National Polytechnic of Mexico City

Personal Finance Management System.

Responsibilities & achievements

• Developed a comprehensive personal finance management system in Python, incorporating data visualization with Matplotlib and Seaborn. • Integrated machine learning models for expense prediction and budgeting recommendations.

Machine Learning
Python
Matplotlib
Seaborn

Education

Higher education in Computer Science

Agency

Development agency #31

400+

GMT-11

Remote

Want to hire this engineer?

Check if Benjamin is available