Teo Popescu
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ABOUT ME
Data Engineer with 2+ years of experience. Teaching assistant in Data Engineering at University College London
Data Engineer with 2+ years of experience. Teaching assistant in Data Engineering at University College London
Hi,
I am currently a Software engineer with expertise in building REST APIs, running AWS infrastructure and building data pipelines for companies in the banking, pharmaceutical and media industries. Previously, I taught data engineering concepts at University College London.
My expertise includes working with the following technology stack:
Python, FastAPI, Apache Spark, PostgreSQL, MongoDB, AWS, Apache Airflow, Docker, Jenkins, GitHub Actions, MLflow, Terraform, Kubernetes, ArgoCD, Argo Workflows and React.js.
Romanian, English
London (+00:00)
Joined September 2020
EXPERTISE
5 years experience | 1 endorsement
Experienced in teaching Python within University College London's Masters in Business Analytics. I have also worked on building analytics...
Experienced in teaching Python within University College London's Masters in Business Analytics. I have also worked on building analytics and data science projects, data pipelines, API development and unit testing for applications in the media industry
5 years experience
- End to end SQL-based extract-transform-load data pipeline development for the largest European investment bank and for the largest broa...
- End to end SQL-based extract-transform-load data pipeline development for the largest European investment bank and for the largest broadcaster in the world.
- SQL query optimization
- My work also involved database migrations and setting up AWS Redshift clusters
2 years experience
- I worked on orchestrating batch processing data pipelines with Docker, Kubernetes, AWS Batch and Jenkins and exposing machine learning ...
- I worked on orchestrating batch processing data pipelines with Docker, Kubernetes, AWS Batch and Jenkins and exposing machine learning models as REST APIs on both AWS and GCP.
- I have also built and delivered content for an NLP-based streaming pipeline for tweets sentiment analysis with Apache Kafka (on Confluent platform), Spark Streaming and Spark MLLib.
5 years experience
My experience includes:
- deploying MLflow on AWS EC2 instances, using AWS Elastic Load Balancer, CloudFormation templates and AWS Elast...
My experience includes:
- deploying MLflow on AWS EC2 instances, using AWS Elastic Load Balancer, CloudFormation templates and AWS Elastic File System
- Building and deploying web applications on AWS.
3 years experience
My experience with React involved delivering an end to end solution for a music recommendation system, building both the backend with Fla...
My experience with React involved delivering an end to end solution for a music recommendation system, building both the backend with Flask and Spark MLlib, as well as building a user interface with React
4 years experience
3 years experience
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