Sebastián D.

Sebastián D.

Guayaquil, Ecuador

AI Engineer

8 years of exp.


Profile Summary

Dynamic and innovative AI Engineer with a passion for leveraging cutting-edge technologies to develop intelligent solutions. Skilled in machine learning, deep learning, and natural language processing. Experienced in building and deploying AI models across various domains.

Primary Skills

Python | 9 yrsAzure | 9 yrsArtificial Intelligence | 8 yrsMachine Learning | 7 yrsAzure Machine Learning | 7 yrsApache Kafka | 8 yrsApache Spark | 6 yrsKubernetes | 8 yrs

Culture Profile

In workplace, I am known for . . .
  • being a creative problem-solver.
  • being frendly with all.
I thrive in environments . . .
  • that promote work-life balance.
  • where there's a culture of trust and empowerment.
I struggle in environments . . .
  • with excessive bureaucracy.
  • that prioritize competition over collaboration.

Work Experience

Accenture

Machine Learning Engineer
  • Mar, 2022 - Present
  • Remote
  • Developed end-to-end machine learning pipelines for data ingestion, preprocessing, modeling, and evaluation.
  • Conducted exploratory data analysis and feature extraction to identify relevant patterns and insights.
  • Implemented supervised and unsupervised learning algorithms to solve business problems.
  • Worked on natural language processing tasks such as sentiment analysis, text classification, and named entity recognition.

Skills

PythonAWSSQL ServerArtificial IntelligenceMachine LearningAzure Machine LearningData Science Virtual MachinesApache KafkaApache Spark

Industries

Artificial IntelligenceFinancial Services

Cognite

AI Engineer
  • Jan, 2019 - Jan, 2022
  • Guayaquil, Ecuador
  • Developed and implemented machine learning algorithms for predictive modeling, anomaly detection, and pattern recognition.
  • Designed and trained deep learning models using frameworks such as TensorFlow, PyTorch, and Keras.
  • Conducted data preprocessing, feature engineering, and selection to optimize model performance.
  • Deployed AI models into production environments using containerization technologies such as Docker and Kubernetes.
  • Collaborated with cross-functional teams to integrate AI solutions into existing systems and workflows.

Skills

SQL ServerMachine LearningAmazon RedshiftAzure SQLBig DataBigQueryBigQuery Data Transfer ServicejQueryDockerKubernetes

Industries

Telecommunications

Cognite

intern Data Analyst
  • May, 2015 - Jan, 2019
  • Remote
  • Technical and administrative support in the area of Predictive Maintenance, mainly in Vibration Analysis and Infrared Thermography.
  • Administrative management of the service workshop.
  • Design, programming, and commissioning of control panels for pumping systems.

Skills

PythonAWSAzureMachine LearningAzure DatabricksBig DataElasticsearch

Industries

Telecommunications

Education

Bachelor's degree
  • Electronic engineering, robotics and mechatronics
  • Escuela Superior Politécnica del Litoral , Ecuador
  • 2014

Certifications

Data Analytics/Science
  • CoderHouse
  • 2018

All Skills

  • Languages

    • Python | 9 yrs
  • Cloud

    • AWS | 4 yrs
    • Azure | 9 yrs
    • Amazon Redshift | 3 yrs
    • Azure Databricks | 4 yrs
    • Azure Machine Learning | 7 yrs
    • Azure SQL | 3 yrs
    • Big Data | 8 yrs
    • BigQuery | 3 yrs
    • BigQuery Data Transfer Service | 3 yrs
    • Data Science Virtual Machines | 4 yrs
  • Databases

    • SQL Server | 3 yrs
    • Elasticsearch | 4 yrs
  • AI

    • Artificial Intelligence | 8 yrs
    • Machine Learning | 7 yrs
  • Libraries

    • Apache Kafka | 8 yrs
    • Apache Spark | 6 yrs
    • jQuery | 3 yrs
  • Tools

    • Docker | 3 yrs
    • Kubernetes | 8 yrs