Matias Reyes

Co-Founder

Neuquén, Neuquén Province, Argentina3 yrs 11 mos experience

Key Highlights

  • Led successful data initiatives for major e-commerce clients.
  • Developed machine learning models with over 80% accuracy.
  • Expert in project management and team leadership.
Stackforce AI infers this person is a Machine Learning Engineer with expertise in E-commerce and Fintech industries.

Contact

Skills

Core Skills

Machine LearningData ScienceData AnalysisImage ProcessingHealthcareProject Management

Other Skills

SQLPythonAlgorithmsDockerTensorFlowNatural Language ProcessingDatabasesCreative Problem SolvingRoboticsMechanical EngineeringJavaScriptC++JavaStatistical InferenceExploratory Data Analysis

About

As an experienced professional with a robust background in data, I am a results-oriented Machine Learning Engineer with a strong focus on project management and team leadership. My journey began as a data analyst at Rocketpin, where I successfully served as a Project Manager and Team Leader. In this role, I directed cross-functional teams to deliver data visualization, extraction, and analysis solutions for renowned clients such as MercadoLibre, Nestlé, P&G, MODO, and others. Throughout my career, I have honed my expertise in foundational tools and technologies, including Python, Bipower, Pandas, Scikit-learn, Numpy, Tensorflow, and Docker. These tools have been instrumental in designing and implementing machine learning algorithms and models that extract meaningful insights from complex datasets. Currently, I contribute actively by utilizing my knowledge of team leadership to support other Team Leaders and STOs in organizing and developing pipelines effectively. This collaborative approach ensures the delivery of optimized, data-driven solutions that align with organizational objectives and technical requirements.

Experience

3 yrs 11 mos
Total Experience
1 yr 9 mos
Average Tenure
6 mos
Current Experience

Micro1

Human Data Manager

Nov 2025Present · 6 mos

Scale ai

Computer Science Expert AI Training

Jan 2024Dec 2025 · 1 yr 11 mos · San Francisco, California, Estados Unidos · Remote

  • ● Training Large Language Models (LLMs) with reinforcement learning (RL) using Python, Javascript, Java C++, and SQL with Math, Data Science, Machine Learning, and development techniques.
  • ● Proficient in Prompt Engineering and related techniques.
  • ● Experienced in Quality Assurance (QA), conducting reviews from L0 to L12 levels for several projects.
SQLPythonMachine LearningData Science

Anyone ai

Machine Learning Engineer

Feb 2023Dec 2025 · 2 yrs 10 mos · Argentina · Remote

  • ● Led data initiatives for a prominent e-commerce site in Latin America. Implemented an ETL (Extraction, Transformation, and Loading) process to integrate data from various sources and applied Exploratory Data Analysis (EDA) techniques using Python and SQL. This analysis provided recommendations to enhance business performance.
  • ●Developed classification models to predict loan repayment capacity in the credit risk analysis project, focusing on identifying applicants with potential payment delays. Evaluated model performance using metrics like AUC-ROC.
  • ● Executed a project centered on developing an image classification system for dogs using a neural network. The Flask-based application allowed users to input a dog image, receiving the breed and prediction accuracy percentage. This project leveraged technologies such as Docker, Redis, and Python, including load testing with Locust.
  • ● Took on the challenge of developing a Machine Learning model to classify car types in images, involving essential technologies like Python, TensorFlow, and Keras for model training and fine-tuning. This project provided fundamental skills in image processing and model tuning, successfully surpassing an 80% accuracy threshold in classification tests.
  • ● Tackled analyzing movie reviews using Natural Language Processing (NLP) techniques, working with a dataset of 50,000 movie reviews evenly distributed between positive and negative sentiments. The solution encompassed text normalization, word vectorization, and machine learning model training, using Word2Vec to train word embeddings, resulting in a remarkable model for review classification.
  • ●Collaborated with a team of four on the Hospitalization Prediction for the Elderly project, building a unique solution based on a web services API using a Multilayer Perceptron (MLP) neural network model. This system provides an individual's probability of hospitalization based on their health conditions, processing a dataset with over 5255 features.
PythonAlgorithmsMachine LearningData Analysis

Rocketpin

2 roles

Team Lead Manager

Promoted

May 2022Dec 2023 · 1 yr 7 mos

  • In my role at Rocketpin, I combined technical expertise with leadership to oversee and guide key data-driven projects for renowned clients such as MercadoLibre, P&G, Nestlé, and Farmacity. Acting as a Project Lead, I coordinated multidisciplinary teams to ensure the successful development and delivery of BI dashboards and analytics that addressed client needs and internal business objectives. I facilitated cross-department collaboration, enabling effective visualization and monitoring of strategic metrics. Beyond project oversight, I played a pivotal role in optimizing workflows by managing databases with PostgreSQL and developing automated solutions, including chatbots for client verification and online signatures using Zenvia and Python requests. My leadership approach emphasized aligning team efforts with project goals, ensuring timely and high-quality outcomes that met client expectations.
  • ●Created and presented BI dashboards and analytics for clients such as MercadoLibre, P&G, Nestlé, MODO,Farmacity and others. Work with different areas of the company for the visualization of internal metrics.
  • ●Managed databases and executed queries using PostgreSQL.
  • ●Programmed chatbots for client verification and online signatures using Zenvia and Python requests.
  • ●Main Technologies: Python, PostgreSQL, Grafana
DatabasesCreative Problem SolvingProject ManagementData Analysis

Field manager

May 2022Jul 2022 · 2 mos

DatabasesCreative Problem Solving

Fenixur

Founder

Jan 2020Jan 2022 · 2 yrs · Neuquen, Neuquén Province, Argentina

  • ●Developed an e-commerce store for the sale of digital and technological supplies using JavaScript technologies.
  • ● Implemented a shopping cart and payment gateway.
  • ● More than 400 products sold per year
  • ● Main Technologies: JavaScript, React, Html. CSS.

Education

Universidad Nacional del Comahue

Licenciatura — Ciencias de la computación

Jan 2022Jan 2027

EducacionIT

Tecnicatura

Jul 2021Dec 2021

Universidad Nacional del Comahue

Administración y gestión de empresas — general

Jan 2020Present

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Matias Reyes - Co-Founder | Stackforce