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Tomasz G.
Software and Machine Learning Developer at FINGO
Available now
About
Software Engineer - Data Scientist Associate with a strong background in software development (.NET stack and Python) and comprehensive experience in end-to-end machine learning model development. Microsoft Certified Azure Data Scientist Associate. Striving to combine software engineering principles with data science methodologies. Proven track record as a Project Manager, steering projects through the complete development lifecycle and achieving business objectives within deadline. On spare time working with side projects in the field of Algorithmic Trading. Core skills: - Data, Machine Learning: Exploratory data analysis, data processing, feature engineering (pandas, featuretools), time-series data (TimeSeriesSplit, sktime). - Machine Learning models: training, evaluation, production deployment, integration. Libraries: scikit-learn, LightGBM, Keras. LLM: LangChain, CrewAI. - Cloud: Azure Machine Learning, Azure AI Services and others on Azure platform. Google Vertex AI - Interests: Algorithmic trading, backtesting: Zipline, QSTrader Read more
TALENT DETAILS
Professional experience
Hypothekarbank Lenzburg (HBL)
Hypothekarbank Lenzburg (HBL)
Backend developer, Proxy Project Manager
For 3 yrs Key Responsibility was project management and developing core features of the app on using C#(domain logic and algorithms acc. to math. model)and Razor pages as well as d3.js library
![Hypothekarbank Lenzburg](https://pangeacdn.azureedge.net/images/recwCw2tKJQacLrGx/att6YWWB65Lx76oDx/large/123321_09277c5b.png)
![Hypothekarbank Lenzburg](https://pangeacdn.azureedge.net/images/recwCw2tKJQacLrGx/attVqEMrSi5nAwzSm/large/HealthTech-1_1c578b13.png)
![](https://pangeacdn.azureedge.net/images/recf94V3w58GOghx0/attJyFujXEhwZqpyH/large/1630570269325.jfif_23ef90ef.jpeg)
Workwell
Workwell
Proxy Project Manager, Software developer, Machine Learning developer.
For 4yrs: Project Management, Data and algorithms analysis based on several xls files: with data and with algorithms encoded. To analyze them, clarify inaccuracies with stakeholders – domain experts
Website
![Workwell](https://pangeacdn.azureedge.net/images/recf94V3w58GOghx0/att9Bz6tHCbljQR9g/large/HealthTech-1_1c578b13.png)
![Workwell](https://pangeacdn.azureedge.net/images/recf94V3w58GOghx0/attM7rvPK2uwzTFft/large/123321_09277c5b.png)
![](https://pangeacdn.azureedge.net/images/recffK8hUEsqBXZFM/attk3qd5yHoul7mAz/large/Projekt_bez_nazwy_2.jpg)
Umazi Ltd.
Umazi Ltd.
Backend developer, systems integration
For 2yrs: 1.BE development, Automating API tests with Postman. 2:Systems integration with 3rd-party services:online banking, identity verification, company registries. 3:Cloud services troubleshooting
![Umazi](https://pangeacdn.azureedge.net/images/recffK8hUEsqBXZFM/attgFPlr8VK9dBF2O/large/123321_09277c5b.png)
![Umazi](https://pangeacdn.azureedge.net/images/recffK8hUEsqBXZFM/attFmhno0BktUD2vs/large/HealthTech-1_1c578b13.png)
![](https://pangeacdn.azureedge.net/images/recHO7ITaMDU5tYqe/attSn99L2ommpv0Nz/large/trading-logo.jpg)
Internal project
Internal project
Analysis, prototyping, development and backtesting.
Implementing an end-to-end solution to evaluate performance of ML models for dynamic universe selection and algorithmic trading. Technology: ML: Scikit-learn, LightGBM. Backtesting: QSTrader
![stock-ml (internal project)](https://pangeacdn.azureedge.net/images/recHO7ITaMDU5tYqe/attQwqEWylr5SfWJC/large/2023-06-11_CAGR_55.png)
![](https://pangeacdn.azureedge.net/images/recWp4n5S3RulqQS0/attnHTxJOaFb2kdqf/large/Augmented_dev_full.jpg)
Internal project
Internal project
Analysis, prototyping, development, evaluation.
AI enhancement for software developers: source code understanding, explanation and code generation. Technology: LLM models, Retrieval Augmented Generation (RAG) Langchain, ChromaDb vector database.
![Augmented developer (internal project)](https://pangeacdn.azureedge.net/images/recWp4n5S3RulqQS0/attP7n7YAZJ5NPxuH/large/augmented-dev-001-ideogram.ai.png)
Top Skills and Experience
Verified by Pangea.ai due diligence
5
Skills
Top Skills | Current Usage | Seniority |
---|---|---|
Backend Development | 40% | 20 years |
.NET Core | 25% | 15 years |
AI & ML Solutions | 15% | 3 years |
Microsoft Azure | 15% | 6 years |
Project Management | 5% | 8 years |
Apps & Tools Preferences
Employment
![Software Developer](/_next/static/media/employmentLogo.a0339ff2.png)
Software Developer
FINGO Sp. z o.o.
2003-present
My daily responsibility is software design and development. Depending on the...Read more
Education
![photo](/_next/static/media/educationLogo.6ef69ca9.png)
Master's degree in computer science
Wroclaw University of Technology
1995-2001
Certifications
![photo](/_next/static/media/certificationLogo.291ea852.png)
Microsoft Certified: Azure Data Scientist Associate
Microsoft
2021-2024
![photo](/_next/static/media/certificationLogo.291ea852.png)
Microsoft Certified Professional
Microsoft
2014-2014
Testimonials
![Two blue lines](/_next/static/media/ReviewIconBlue.fcd83256.png)
“Tomasz is Senior Backend Developer with 24 years of practice in creating and maintaining applications. He is also experienced in the development of end-to-end machine learning models. Microsoft Certified Azure Data Scientist Associate. He's great team-player, he takes responsibility for the project and provides valuable insights in his code reviews.“ Read more
Anonymous
CTO
VERIFIED
![Two blue lines](/_next/static/media/ReviewIconBlue.fcd83256.png)
“Tomasz is Senior Backend Developer with 24 years of practice in creating and maintaining applications. He is also experienced in the development of end-to-end machine learning models. Microsoft Certified Azure Data Scientist Associate. He's great team-player, he takes responsibility for the project and provides valuable insights in his code reviews.“ Read more
Anonymous
CTO
VERIFIED
![Two blue lines](/_next/static/media/ReviewIconBlue.fcd83256.png)
“Tomasz is Senior Backend Developer with 24 years of practice in creating and maintaining applications. He is also experienced in the development of end-to-end machine learning models. Microsoft Certified Azure Data Scientist Associate. He's great team-player, he takes responsibility for the project and provides valuable insights in his code reviews.“ Read more
Anonymous
CTO
VERIFIED
![Two blue lines](/_next/static/media/ReviewIconBlue.fcd83256.png)
“Tomasz is Senior Backend Developer with 24 years of practice in creating and maintaining applications. He is also experienced in the development of end-to-end machine learning models. Microsoft Certified Azure Data Scientist Associate. He's great team-player, he takes responsibility for the project and provides valuable insights in his code reviews.“ Read more
Anonymous
CTO
VERIFIED
![Two blue lines](/_next/static/media/ReviewIconBlue.fcd83256.png)
“Tomasz is Senior Backend Developer with 24 years of practice in creating and maintaining applications. He is also experienced in the development of end-to-end machine learning models. Microsoft Certified Azure Data Scientist Associate. He's great team-player, he takes responsibility for the project and provides valuable insights in his code reviews.“ Read more
Anonymous
CTO
VERIFIED
![Two blue lines](/_next/static/media/ReviewIconBlue.fcd83256.png)
“Tomasz is Senior Backend Developer with 24 years of practice in creating and maintaining applications. He is also experienced in the development of end-to-end machine learning models. Microsoft Certified Azure Data Scientist Associate. He's great team-player, he takes responsibility for the project and provides valuable insights in his code reviews.“ Read more
Anonymous
CTO
VERIFIED