Profilbild von Mariam Khuchua Data Scientist & MLOps aus Gruenwald

Mariam Khuchua

nicht verfügbar bis 01.06.2024

Letztes Update: 25.01.2024

Data Scientist & MLOps

Abschluss: Master of Science
Stunden-/Tagessatz: anzeigen
Sprachkenntnisse: deutsch (Muttersprache) | englisch (verhandlungssicher) | russisch (Muttersprache)

Dateianlagen

CV-Khuchua_040923.pdf
CV-Khuchua_040923.docx

Skills

Experienced developer with a passion for Data Science / MLOps and a proven track record of delivering high-quality software solutions. Proficient in agile methodologies, and experienced in working in cross-functional teams. Excellent problem-solving and communication skills.

Programming languages and frameworks
  • Python (Tensorflow, PyTorch, SciKit-Learn, NetworkX, AutoGluon, Spacy, NLTK, Hugging Face)
  • Java (Spring Boot)
  • R
Data Science
Graph Algorithms, Machine Learning, Deep Learning, Natural Language Processing

DevOps
Terraform, Kubernetes, AWS (Athena, Lambda, ECS, Sagemaker), Jenkins, Airflow, Git, DVC

Data Engineering
Apache Kafka, MongoDB, TigerGraph, SQL, Postgres, Mysql

Methodologies
Agile Methods, Scrum, Kanban, Project Management

Projekthistorie

10/2021 - 06/2023
Data Science & MLOps Consultant
(Konsumgüter und Handel, 5000-10.000 Mitarbeiter)

Tasks
- Time-series forecasting for short and long term (Python, Scikit-Learn, Pytorch)
- Building and maintaining ML cloud infrastructure (Terraform, AWS)
- Explainability and communication with stakeholders
Applied skills
AWS, Git, Terraform, Jenkins, Machine Learning, Python, Scikit-learn, Pytorch, SQL, Git, DVC

03/2020 - 05/2021
Graph Data Scientist & Data Engineer
(Medien und Verlage, 50-250 Mitarbeiter)

Tasks
- Development & Design of a Knowledge Graph (Tigergraph, Neo4J prototyping)
- Data Ingestion from Apache Kafka, Real-Time Stream
- Graph Schema Development and Querying
- On-Graph and Classical ML (Python, Clustering, Regression)
Applied Skills
Python (Scikit-learn, TensorFlow), Tigergraph, Neo4J, Kafka, Kubernetes, mySQL, Java, Spring Boot

10/2018 - 02/2020
Data Scientist
(Internet und Informationstechnologie, < 10 Mitarbeiter)

Tasks
● NLP: Similarity search, embedding models, text mining (Python, Word2vec)
● Web-Scraping, Data Enrichment & Storage
Applied Skills
R, Python (TensorFlow, Word2Vec, Gensim), Selenium, MongoDB

Reisebereitschaft

Verfügbar in den Ländern Deutschland
Profilbild von Mariam Khuchua Data Scientist & MLOps aus Gruenwald Data Scientist & MLOps
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