Giter Site home page Giter Site logo

Hi there 👋

I am a Machine Learning Engineer with over 3 years of experience in creating products and applying machine learning technologies. I have worked on a wide range of projects, ranging from natural language processing to computer vision and recommendation systems. I have developed complex machine learning models and algorithms, created data pipelines, and optimized machine learning models for both accuracy and speed.

About me

Skills and Expertise

Here are some of the key skills and technologies I bring to the table:

  • Machine Learning Algorithms: Proficient in designing and implementing machine learning algorithms and models such as linear regression, logistic regression, decision trees, random forests, support vector machines, neural networks, and deep learning models.
  • Programming Languages: Strong programming skills in languages commonly used in machine learning such as Python and C++. Knowledge of libraries and frameworks such as TensorFlow, Keras, PyTorch, and scikit-learn.
  • Deployment and Productionization: Knowledge of deploying machine learning models into production environments, containerization using tools like Docker, and cloud platforms such as Amazon Web Services (AWS) or Microsoft Azure.
  • API Development: Experienced in designing and implementing RESTful APIs, ensuring seamless integration between different system components.
  • Database Management: Knowledgeable in working with SQL and NoSQL databases, including MySQL, PostgreSQL, MongoDB, and Firebase.
  • Data Visualization: Ability to effectively visualize and communicate insights from data using tools and libraries like matplotlib, seaborn, and Tableau.
  • Version Control: Familiar with Git and GitHub for efficient code management, collaboration, and version control.
  • Agile Methodologies: Experience working in agile development environments, utilizing methodologies like Scrum for efficient project management.
  • Problem-solving: Strong analytical and problem-solving skills, with a keen attention to detail and a drive to find optimal solutions.

Feel free to explore my GitHub repositories to see some of the projects I've worked on. I'm always excited to collaborate and contribute to meaningful software projects.

Languages and Tools

Python C++ PyTorch TensorFlow mlflow NumPy Pandas scikit-learn SciPy Docker Linux Git FastAPI Flask Kubernetes Postgres MongoDB Matplotlib Tableau

GitHub Stats

GitHub Stats GitHub Stats

Ilya's Projects

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.