Attila Pinter Email and Phone Number
Attila Pinter personal email
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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.
Jedlik Innováció Kft.
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DeveloperJedlik Innováció Kft. Jan 2023 - PresentBudapest, HungaryRole: 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.
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ResearcherPázmány Péter Catholic University - Faculty Of Information Technology And Bionics Jan 2022 - PresentBudapest, HungaryProvided 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 system using statistical and machine learning methods. Conducted an extensive study of existing anomaly detection methods available in the… Show more 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 system using statistical and machine learning methods. Conducted an extensive study of existing anomaly detection methods available in the market and research literature to identify the most effective techniques, enhancing security and operational efficiency in administrative procedures. Show less -
Researcher, DeveloperPázmány Péter Catholic University - Faculty Of Information Technology And Bionics Aug 2019 - Dec 2022Budapest, HungaryResearcher 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 applying advanced image processing techniques to solve complex biomedical imaging challenges.
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Researcher - DeveloperEndokapszula Kft. Jul 2022 - Dec 2022Székesfehérvár, Fejér, HungaryRole: 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.
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Data ScientistSelf-Employed Mar 2018 - Aug 2019BudapestData analysis of cryptocurrency prices, transactionsDeveloped classifier models (tree based, xgboost, neural net) to predict price changesDeveloped algorithmic trading python script
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Organic Analysis EngineerBudapest Waterworks May 2009 - Mar 2018BudapestCarried 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 sampling placesBuilt enhanced reporting system with excel macrosPerform internal audits to support risk managementMonitored… Show more 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 sampling placesBuilt enhanced reporting system with excel macrosPerform internal audits to support risk managementMonitored the quality of processes by control chartsConfigured analytical instruments communicating on TCP/IP networkConfigured and programmed automated sample introduction systems: Maintaining and troubleshooting malfunctions of the tools, equipment and machineryMy technical expertise covers the following domain-specific tools: GC, GCMS (Agilent), UHPLC-MS/MS (Waters), AOX(Thermo Scientific) and TOC (Shimadzu), ICP-MS (Thermo Scientific, Perkin). Show less -
Proprietary TraderSwifttrade Aug 2007 - May 2009HungaryDaytraded 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. -
Organic Analysis EngineerBudapest Waterworks Jun 2006 - Jul 2007BudapestCarried out and developed sample preparation and analytical measurements to determine micropollutants in water
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Phd ResearcherBudapest University Of Technology And Economics Sep 2002 - Aug 2005Budapest/VeszprémPlanned 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 wastes recyclingteached students
Attila Pinter Skills
Attila Pinter Education Details
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Finance, General -
Excellent, 5.0 Out Of 5.0
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DatacampData Science
Frequently Asked Questions about Attila Pinter
What company does Attila Pinter work for?
Attila Pinter works for Jedlik Innováció Kft.
What is Attila Pinter's role at the current company?
Attila Pinter's current role is Researcher at Pázmány Péter Catholic University - Faculty of Information Technology and Bionics.
What is Attila Pinter's email address?
Attila Pinter's email address is pi****@****ail.com
What schools did Attila Pinter attend?
Attila Pinter attended Eötvös Loránd University, Budapest University Of Technology And Economics, Datacamp.
What are some of Attila Pinter's interests?
Attila Pinter has interest in Science And Technology, Environment.
What skills is Attila Pinter known for?
Attila Pinter has skills like Microsoft Office, Management, Microsoft Word, Project Management, Strategic Planning, Powerpoint, Research.
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