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Michael Rantisi

Michael Rantisi

Programmer

Followers of Michael Rantisi652 followers
location of Michael RantisiVilniaus, Lithuania

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  • Timeline

  • About me

    Energy Management System Machine Learning Engineer at Solitek

  • Education

    • Coursera

      -
      Data science

      intensive course linked with the company of IBM regarding data science and machine learning

    • Massachusetts Institute of Technology

      2023 - 2023
      Data Science and Machine Learning: Making Data-Driven Decisions

      Data Science and Machine Learning: Making Data-Driven Decisions

    • Udemy Alumni

      2023 - 2023
      Artificial Intelligence

      in this course i have learned aboutArtificial Neural Networks (ANNs) / Deep Neural Networks (DNNs)Predict Stock ReturnsTime Series ForecastingComputer VisionHow to build a Deep Reinforcement Learning Stock Trading BotGANs (Generative Adversarial Networks)Recommender SystemsImage RecognitionConvolutional Neural Networks (CNNs)Recurrent Neural Networks (RNNs)Use Tensorflow Serving to serve your model using a RESTful APIUse TensorFlow Lite to export… Show more in this course i have learned aboutArtificial Neural Networks (ANNs) / Deep Neural Networks (DNNs)Predict Stock ReturnsTime Series ForecastingComputer VisionHow to build a Deep Reinforcement Learning Stock Trading BotGANs (Generative Adversarial Networks)Recommender SystemsImage RecognitionConvolutional Neural Networks (CNNs)Recurrent Neural Networks (RNNs)Use Tensorflow Serving to serve your model using a RESTful APIUse TensorFlow Lite to export your model for mobile (Android, iOS) and embedded devicesNatural Language Processing (NLP) with Deep Learning Show less

    • VILNIUS TECH - Vilnius Gediminas Technical University

      2020 - 2024
      Bachelor of Engineering - BE Computer Engineering

  • Experience

    • Yamsafer

      Aug 2019 - Sept 2019
      Programmer

      learned knowledge of server operating systems.learned java in order to build android applicationsServed as a dedicated and supportive Intern in a fast-paced environment.Worked well independently and on a team to solve problems.

    • Birzeit University

      May 2023 - Dec 2023
      Natural Language Processing Engineer

      as an intern at SinaLab in the University of birzeit i did the following:Assist in the development of open-source lexicographic databases, datasets, annotated corpora, and NLP tools.• Conduct research and experimentation to enhance Arabic Natural Language Processing and Understanding techniques.• Collaborate with the team to design and implement machine learning models and algorithms.• Contribute to the creation and maintenance of knowledge graphs and ontologies.• Participate in data engineering tasks, including data acquisition, cleaning, and preprocessing. Show less

    • OESON

      Nov 2023 - Mar 2024
      Data Scientist

      as an Intern at Oeson my projects and contributions include:Enhanced Diagnostic Capabilities for Skin Diseases: Led machine learning and data visualization projects, improving diagnostic capabilities for various skin diseases. Developed robust models for image processing and recognition using a comprehensive toolkit including Scikit-Learn, Pandas, PyTorch, TensorFlow, and NumPy, facilitating data-driven decision-making and predictive modeling.Financial Fraud Detection: Utilizing a loan dataset from the World Bank, Michael executed a complete data analysis to develop a machine learning model identifying potential defaulters. This project aims to enable the bank to formulate cautious strategies for managing default risks, significantly contributing to financial security and risk management.E-Commerce Consumer Purchase Forecasting: In this project, Michael focused on predicting e-commerce customer purchases through exploratory data analysis, data preprocessing, model development, and evaluation. The Decision Tree model was identified as the most effective, providing actionable insights for strategic business implementations.Stock Performance Analysis: Analyzed stock performances of major tech companies over a five-year period, employing regression models and descriptive statistics. This project offered valuable insights into market correlations, investment strategies, and the volatility of tech stocks, aiding in informed decision-making for investors.Global Job Market Analysis: Analyzed job portal data to extract insights on data-related job roles, including job designations, salary trends, and employment types across the globe. This analysis aids recruiters in understanding job requirements and salary expectations, enhancing recruitment strategies for data-related roles. Show less

    • SoliTek

      Mar 2024 - now
      Energy Management System Machine Learning Engineer

      Overhauled the optimizer algorithm to ensure logical outputs, bolstering the reliability of our system.Integrated Electric Vehicle (EV) load management, leveraging scripts and database entries to optimize energy utilization.Developed system parallelization capabilities, enabling seamless management of multiple inverters within the same power plant environment.Facilitated retrofit installations by enabling compatibility with additional non-SoliTek brand inverters, expanding the versatility of our solution.Documented backend processes comprehensively to enhance transparency and collaboration among team members.Conducted code refactoring and cleanup to optimize codebase efficiency and maintainability.Implemented a backend management dashboard and error alert system to provide real-time insights into system performance.Enhanced forecaster reoptimization by transitioning to Gradient Boosting Machines (GBMs), improving forecasting accuracy. Show less

  • Licenses & Certifications