freiberufler ML Architect / Data Science auf freelance.de

ML Architect / Data Science

zuletzt online vor 7 Tagen
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  • Deutschland
  • Nähe des Wohnortes
  • es  |  en  |  de
  • 04.11.2024

Kurzvorstellung

Expert in AWS Cloud, Data Science, and Machine Learning. Ex AWS with over five years of experience across various industries. Specialized in creating productions ready solution and helping businesses to understand and utilize their data effectively.

Qualifikationen

  • Amazon Web Services (AWS)1 J.
  • AWS CloudFormation
  • Big Data
  • Data Science
  • Docker
  • Generative KI
  • Maschinelles Lernen
  • MLOps1 J.
  • Python1 J.
  • Terraform

Projekt‐ & Berufserfahrung

ML Architect (Festanstellung)
Kundenname anonymisiert, Remote
6/2023 – 9/2024 (1 Jahr, 4 Monate)
IT & Entwicklung
Tätigkeitszeitraum

6/2023 – 9/2024

Tätigkeitsbeschreibung

Responsible for tuning, adapting, and deploying an MLOps ecosystem to empower in-house data scientists to efficiently produce and deploy machine learning models for both batch and real-time inference.

Eingesetzte Qualifikationen

MLOps, Python, Amazon Web Services (AWS)

Zertifikate

AWS Certified DevOps Engineer – Professional
Amazon Web Services Training and Certification
2023
AWS Certified Solutions Architect – Associate
Amazon Web Services Training and Certification
2022
AWS Certified Machine Learning – Specialty
Amazon Web Services Training and Certification
2022
AWS Certified Data Analytics – Specialty
Amazon Web Services Training and Certification
2022

Ausbildung

M.Sc. in Data Science
Master of Science
University of Granada (Spain)
2018
Granada (Spain)
M.Sc. in Condensed Matter Physics
Master of Science
Autonomous University of Madrid (Spain)
2015
Madrid (Spain)
Degree in Physics
Degree (4 years)
University of Córdoba (Spain)
2014
Córdoba (Spain)

Über mich

I hold an M.Sc. in Data Science and am a 4x certified AWS Cloud Engineer specializing in Machine Learning and DevOps.

My passion for learning and open source led me to recently publish a Python library called "omegaconf-cloud-resolvers."

Additionally, I have entrepreneurial experience, currently working on building my own SaaS powered by a Retrieval-Augmented Generation (RAG) system.

This experience, along with my years as a consultant, has helped me develop and value essential soft skills such as effective communication with customers and proactive problem-solving.

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If you like my profile, but you would like to know more, clarify anything or talk about references, please do not hesitate to contact me. I look forward to speaking with you.

I invite you also to take a look to my CV, there you'll find more information about my previous projects.

Weitere Kenntnisse

I am proficient in Python and have extensive experience with AWS Cloud, with exposure to GCP as well.

I have participated in several data science projects in the past, covering from data analysis and processing to design and train of models (time series and NLP, among others) and deployment of them into production.

Being very production-oriented, I am well-versed in Git, Docker, Terraform, and common CI/CD practices.

I also have experience with technologies like Redis, SQL databases, new trending technologies like LLM and vector databases such as Qdrant.

Persönliche Daten

Sprache
  • Spanisch (Muttersprache)
  • Englisch (Fließend)
  • Deutsch (Gut)
Reisebereitschaft
Nähe des Wohnortes
Arbeitserlaubnis
  • Europäische Union
Home-Office
bevorzugt
Profilaufrufe
116
Alter
32
Berufserfahrung
5 Jahre und 11 Monate (seit 12/2018)

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