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Attila Pinter is listed as Researcher at Pázmány Péter Catholic University - Faculty of Information Technology and Bionics at Jedlik Innováció Kft., based in Budapest, Budapest, Hungary. AeroLeads shows a matched LinkedIn profile for Attila Pinter.
Attila Pinter previously worked as Developer at Jedlik Innováció Kft. and Researcher at Pázmány Péter Catholic University - Faculty Of Information Technology And Bionics. Attila Pinter holds Master Of Business Administration - Mba, Finance, General from Eötvös Loránd University.
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I am a versatile professional with expertise in software development, data science, image processing, and engineering. My experience spans across medical image processing, log analysis of huge system, finance, and chemical engineering. I specialize in deploying machine learning models, building scalable cloud-based systems, and conducting advanced data analysis.Key Roles & Skills:Developer: Transitioned medical image processing prototypes to production using cloud technologies, microservices.Researcher: Designed log analysis systems for public administration, developed anomaly detection systems using Python, scikit-learn, and machine learning techniques.Biomedical Image Processing: Built deep learning models (TensorFlow, PyTorch) for endoscopic image segmentation and karyotyping, enhancing diagnostic accuracy in clinical settings.Data Scientist: Analyzed cryptocurrency markets, developed predictive models using machine learning, neural networks, and time series models of non-constant variance.Organic Analysis Engineer: Conducted water micropollutant analysis using advanced instrumentation (GC-MS, UHPLC-MS/MS), developed analytical methods, and built reporting systems.Technical Proficiencies:Languages & Tools: Python, TensorFlow, PyTorch, Docker, Streamlit, MongoDBCloud & Architecture: Azure, GCP, MicroservicesData Analysis: Pandas, NumPy, Excel MacrosLab Instruments: GC, GCMS, UHPLC-MS/MS, ICP-MSFinance & Trading: Algorithmic trading, market analysisI leverage technology to solve complex problems across domains, bringing a unique, multi-disciplinary approach to every project.
Listed skills include Microsoft Office, Management, Microsoft Word, Project Management, and 3 others.
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A career timeline built from the work history available for this profile.
Budapest, Hungary
Role: Enhanced a previous medical image processing prototype for production using cloud technologies. Developed a microservices architecture, containerized the DNN prototype model with Docker, and contributed to backend development to ensure a scalable and efficient deployment.
Budapest, Hungary
Provided initial advice on the design of the architecture for a log analysis system in digital public administration processes, with the important requirement of using only open-source software. The system was designed for the client to host the data independently, ensuring full control and security. Analyzed system logs and developed an anomaly detection.
Budapest, Hungary
Researcher in Image Processing with Deep Neural Networks: Experienced in developing and implementing deep learning models for biomedical image processing. Skilled in model validation and application using frameworks like TensorFlow, PyTorch, and TorchServe. Proficient in data manipulation and analysis with NumPy and scikit-learn. Demonstrated expertise in.
Székesfehérvár, Fejér, Hungary
Role: Conducted research on segmentation and classification of endoscopic images, including the deployment of a prototype system. Evaluated model performance and conducted a comparative study of the model's accuracy against doctors' performance in polyp classification, aiming to enhance diagnostic accuracy and support clinical decision-making.
Budapest
Data analysis of cryptocurrency prices, transactionsDeveloped classifier models (tree based, xgboost, neural net) to predict price changesDeveloped algorithmic trading python script
Budapest
Carried out and developed sample preparation and analytical measurements to determine micropollutants in water in an accredited laboratory environment Validated analytical methods with statistical tests,Proved linearity, accuracy, precision, selectivity by hypothesis testingVariance analysis of historical data to find outlier test results or abnormal.
Hungary
Daytraded on NYSE, Euronext from Budapest branch with $500000 buying power.Developed trading strategy based on data analysis of macroeconomical data news, reports of companies, technical analysis of price movements and news.
Budapest
Carried out and developed sample preparation and analytical measurements to determine micropollutants in water
Budapest/Veszprém
Planned and built laboratory steam cracking device to characterize raw material of olefin productionBuilt an other reactor to pyrolize solid poliethylene wax and plastic wastes Designed experiments to study the reactors by varying the working parametersData analysis of the results to validate the reactor behaviourReviewed scientific literature of plastic.
Master's Thesis: Focused on the analysis and prediction of cryptocurrency prices using machine learning techniques. The research involved.
Data Scientist with Python: -Python, Pandas, Numpy -Data visualization: Matplotlib, Seaborn, Bokeh -Supervised machine learning with.
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Attila Pinter works for Jedlik Innováció Kft..
Attila Pinter is listed as Researcher at Pázmány Péter Catholic University - Faculty of Information Technology and Bionics at Jedlik Innováció Kft..
Attila Pinter is based in Budapest, Budapest, Hungary while working with Jedlik Innováció Kft..
Attila Pinter has worked for Jedlik Innováció Kft., Pázmány Péter Catholic University - Faculty Of Information Technology And Bionics, Endokapszula Kft., Self-Employed, and Budapest Waterworks.
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Attila Pinter holds Master Of Business Administration - Mba, Finance, General from Eötvös Loránd University.
Attila Pinter is listed with skills including Microsoft Office, Management, Microsoft Word, Project Management, Strategic Planning, Powerpoint, and Research.
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