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 Read more
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 Read more
Website
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 Read more
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 Read more
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. Read more
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
FINGO Sp. z o.o.
2003-present
My daily responsibility is software design and development. Depending on the...Read more
Education
Master's degree in computer science
Wroclaw University of Technology
1995-2001
Certifications
Microsoft Certified: Azure Data Scientist Associate
Microsoft
2021-2024
Microsoft Certified Professional
Microsoft
2014-2014
Testimonials
“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
“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
“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
“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
“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
“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
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