Analytics & Machine Learning Engineer
- Verfügbarkeit einsehen
- 0 Referenzen
- 95€/Stunde
- 22297 Hamburg
- Umkreis (bis 200 km)
- de | en
- 01.12.2023
Kurzvorstellung
Qualifikationen
Projekt‐ & Berufserfahrung
1/2023 – 11/2023
Tätigkeitsbeschreibung
• Led a small team as a Data Lead
• Providing strategic consultancy for data strategy and infrastructure.
• Established an AWS Redshift data warehouse, enabling efficient storage and retrieval of large-scale data.
• Implemented ELT processes using Firehose for processing millions of readings, integrating complex data aggregation logic with user input through Lambda, Step Functions, and API Gateway, built using Python and TypeScript.
• Utilized SageMaker to develop custom value prediction models and normalization techniques, enhancing data analysis and decision-making capabilities of customers.
Amazon Web Services (AWS), Datenbankentwicklung, ETL, Kontinuierliche Integration (CI), Predictive analytics, Python, SQL, TypeScript
9/2022 – 12/2022
Tätigkeitsbeschreibung
● Building a Machine Learning Service for the prediction of occupational health values
● REST API Microservice on GCP Cloud Run with CI/CD pipelines
● Service for classification and regression model with sklearn
● Prototyping and visualization with Streamlit dashboards
Back-End Entwicklung, Google Cloud, Maschinelles Lernen
4/2022 – 8/2022
Tätigkeitsbeschreibung
● Building of a production ready logistic carbon emission calculation prototype
● Automated data cleaning with python ETL pipelines and ML
● Devops and deployment of microservice app on AWS ECS with FAST API and docker compose
● BI Reporting dashboard on cleaned emissions data
Amazon Web Services (AWS), Back-End Entwicklung, Business Intelligence (BI), Maschinelles Lernen
9/2020 – 3/2022
Tätigkeitsbeschreibung
* Developed and Maintained Model for Stock Allocation
* Creation of new tables and KPIs in GBQ Bigquery
* Development and Maintained internal Tool for automatic provision of Reports and Dashboards to Stakeholders orchestrated with AWS and GCP
* Exploratory Data Analysis and Adhoc Reports using ML Algorithms (XGboost, K-means, A/B-Test)
Amazon Web Services (AWS), Cloud Computing, Data Science, ETL, Google Cloud, Maschinelles Lernen, Python, SQL
12/2019 – 8/2020
Tätigkeitsbeschreibung
* Data Strategy Consultancy
* Project Management of internal Data Science Projects
* Data Analysis based on Machine learning (XGboost, PCA, Clustering)
Data Science, Google Analytics, Google Cloud, IT-Beratung (allg.), IT-Strategieberatung, Python
Zertifikate
Über mich
Weitere Kenntnisse
Persönliche Daten
- Deutsch (Muttersprache)
- Englisch (Fließend)
- Europäische Union
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