Senior Engineer
- Verfügbarkeit einsehen
- 4 Referenzen
- auf Anfrage
- 6300 Zug
- DACH-Region
- en | ru | de
- 06.03.2025
Kurzvorstellung
Auszug Referenzen (4)
"Great pleasure to work with smart, enthusiastic, and committed people."
4/2024 – 2/2025
Tätigkeitsbeschreibung
Description: Developing an AI-integrated application platform for the various data app integrations for a large public laboratory.
Main responsibilities: Project planning and architecting of application paradigm including a custom authentication paradigm, cross-application queueing system, and large data transfer to and from on-prem and cloud storage.
Data Science, MTOM (SOAP Message Transmission Optimization Mechanism), Postgresql, Python, Python-Programmierer, Representational State Transfer (REST)
"G. was and is a pleasure to work with, delivering high quality work on schedule and budget."
10/2023 – 4/2024
Tätigkeitsbeschreibung
Description: Collaborating as a small team of agile developers to build, deploy and iterate on AI-Powered search and Retrieval Augmented Generation Software.
Main responsibilities: Architecting, engineering and deployment of full-service RAG search pipelines, and backend microservices. software versioning, project management, stakeholder communications and deployment management.
Data Science, Big Data, Machine Learning Engineer, Document Retrieval, Python-Programmierer, Elasticsearch
"G. is not only an incredibly knowledgeable and technically skilled professional but also a genuinely kind and approachable person"
11/2021 – 2/2025
Tätigkeitsbeschreibung
Description: Leading a team of small team of agile developers to build, deploy and iterate on machine-learning models and downstream portfolio-management software.
Main responsibilities: Architecting, engineering and deployment of full-service asset value prediction modelling software and portfolio management pipeline, from data-collection, data-cleaning, data-transformation and storage, to statistical modelling, prediction, visualization and ultimately trading.
Data Science, Python-Programmierer, Machine Learning, Python, Statistischer Analyst
"Working with G. was great, all the work was delivered on time and under budget. Communicates well."
7/2019 – 7/2024
Tätigkeitsbeschreibung
Description: Management of illumina sequencing projects from DNA quality control to data analysis. Python-based automation of laboratory robotics.
Main responsibilities: Development of NGS sequencing data analysis pipelines, prediction of laboratory processing times, REST API web service development.
Data Science, Big Data, Python-Programmierer, Nginx, Python, Data Analyst
Qualifikationen
Projekt‐ & Berufserfahrung
4/2024 – 2/2025
Tätigkeitsbeschreibung
Description: Developing an AI-integrated application platform for the various data app integrations for a large public laboratory.
Main responsibilities: Project planning and architecting of application paradigm including a custom authentication paradigm, cross-application queueing system, and large data transfer to and from on-prem and cloud storage.
Data Science, MTOM (SOAP Message Transmission Optimization Mechanism), Postgresql, Python, Python-Programmierer, Representational State Transfer (REST)
10/2023 – 4/2024
Tätigkeitsbeschreibung
Description: Collaborating as a small team of agile developers to build, deploy and iterate on AI-Powered search and Retrieval Augmented Generation Software.
Main responsibilities: Architecting, engineering and deployment of full-service RAG search pipelines, and backend microservices. software versioning, project management, stakeholder communications and deployment management.
Data Science, Big Data, Machine Learning Engineer, Document Retrieval, Python-Programmierer, Elasticsearch
11/2021 – 2/2025
Tätigkeitsbeschreibung
Description: Leading a team of small team of agile developers to build, deploy and iterate on machine-learning models and downstream portfolio-management software.
Main responsibilities: Architecting, engineering and deployment of full-service asset value prediction modelling software and portfolio management pipeline, from data-collection, data-cleaning, data-transformation and storage, to statistical modelling, prediction, visualization and ultimately trading.
Data Science, Python-Programmierer, Machine Learning, Python, Statistischer Analyst
7/2019 – 7/2024
Tätigkeitsbeschreibung
Description: Management of illumina sequencing projects from DNA quality control to data analysis. Python-based automation of laboratory robotics.
Main responsibilities: Development of NGS sequencing data analysis pipelines, prediction of laboratory processing times, REST API web service development.
Data Science, Big Data, Python-Programmierer, Nginx, Python, Data Analyst
9/2014 – 4/2018
Tätigkeitsbeschreibung
Description: Offered I.T. Support to science faculty in both custom and factory computer systems.
Main responsibilities: Supporting scientists in the installation and troubleshooting of custom computing systems. Troubleshooting problems with campus computers.
IT-Berater, IT-Infrastrukturspezialist, IT-Manager, IT-Mitarbeiter, IT-Spezialist
Ausbildung
University of Zurich
The Evergreen State College
Über mich
Automation: Skilled in standard automation frameworks for data transfer (websockets and RESTful APIs), multithreading, data transformation and storage (pandas, SQL), data analysis and data visualization. I have automated various tasks including QC of genomic data, and analysis and signal processing in cryptocurrency markets.
Data Analysis and Visualization: Have built several dashboards (for ETH internal use) to assess genomic data quality, and assess metadata KPI statistics
Scientific Computing: Advanced user of Windows and Unix systems. Familiar with basic data analysis modules in python and r (pandas / tidyverse), generic bioinformatics software. Basic understanding of multiprocessing, multithreading and cloud computing.
Communication: Experienced presenter, having represented two labs in two conferences. Secured funding for my company by presenting proof of concept. Experienced in communicating data and scientific results both internally and externally.
Weitere Kenntnisse
- SQLAlchemy
- Pydantic
- Prism
- Pinecone
- HNSW
- Redis
- REST/json
- SOAP/xml
- Docker
- NGINX
- GCP
- AWS
- Pandas
- Numpy
- Seaborn
- Matplotlib
- Pytorch
- Sklearn
- Javascript
- HTML
- CSS
- MySql
- Psycopg2
- Alembic
- ChromaDB
- FAISS
- RQ
- GraphQL
- Websockets
- Kubernetes
- UWSGI
- Heroku
- Paperspace
- Dplyr
- tidyr
- Plotly
- ggplot2
- scikit-learn
- scipy
- Dash
- KnitR
- R-Shiny
Persönliche Daten
- Englisch (Muttersprache)
- Russisch (Gut)
- Deutsch (Grundkenntnisse)
- Europäische Union
- Schweiz
- Vereinigte Staaten von Amerika
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