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Shekswess/README.md

Hi there! ๐Ÿ‘‹ I'm Bojan Jakimovski

About Me

I'm a Advanced ML Engineer with a passion for building robust and scalable applications. Some facts about me:

  • ๐Ÿ”ญ Student pursuing a Masterโ€™s Degree in Electrical Engineering and Information Technologies, specializing in Dedicated Computer Systems
  • ๐Ÿ‘จโ€๐Ÿ’ป Advanced ML Engineer focusing MLOps.
  • ๐Ÿฅ… 2024 Goals: To expend my knowledge in Machine Learning, Deep Learning, Federated Learning and Cloud Computing.
  • โšก Fun fact: I love to experiment and make different kinds of coffee and tea !

Areas of Interest ๐Ÿค“

  • Machine Learning & Deep Learning
  • Federated Learning
  • Data&MLOps
  • Cloud Computing
  • Information Security
  • AI in Healthcare

Go-to Languages ๐Ÿ–ฅ๏ธ

  • Python
  • Javascript
  • C

Cloud Platforms โ˜๏ธ

I have hands-on experience with various AWS services, including:

  • AWS S3: Scalable object storage for your applications.
  • AWS SageMaker: Building, training, and deploying machine learning models.
  • AWS Lambda: Running serverless functions in the cloud.
  • AWS IAM: Managing access and permissions for your AWS resources.
  • AWS DynamoDB: NoSQL database for high-performance applications.
  • AWS EC2: Scalable virtual servers in the cloud.
  • AWS Elastic Container Service: Orchestrating and managing containerized applications.
  • AWS API Gateway: Building and managing APIs for your applications.
  • AWS Cognito: Adding authentication and authorization to your applications.
  • AWS CloudFormation: Managing and provisioning your AWS infrastructure as code.

Tools and Frameworks ๐Ÿ› ๏ธ

Here's a glimpse of the tools and frameworks I work with:

  • Docker: Building and deploying applications in containers for easy scalability and portability.
  • Pulumi: IaaC that enables to define, deploy and manage cloud infrastructure using programming languages.
  • Serverless Framework: Simplifying the deployment and management of serverless applications.
  • Flask: My go-to Python framework for building robust and efficient backends.
  • jQuery or React: Crafting interactive and responsive frontend experiences.

Machine Learning, Deep Learning, Federated Learning, Data Science, Data&MLOps ๐Ÿค–

In the realm of Machine Learning, Deep Learning, Federated Learning, Data Science, Data&MLOps, I leverage various libraries and frameworks:

  • Numpy, Scipy, and Pandas: Fundamental libraries for numerical computing and data manipulation.
  • Matplotlib, Plotly, and Seaborn: Creating stunning visualizations to gain insights from data.
  • Scikit-learn, XGBoost, and LightGBM: Powerful Machine Learning libraries for classification, regression, and more.
  • Keras and TensorFlow: Building and training Deep Learning models.
  • TensorFlow Federated and Flower: Exploring Federated Learning for Distributed Machine Learning.
  • MLflow: Open-source platform for managing and tracking machine learning experiments.
  • Hugging Face: Platform for building, training and deploying Machine Learning models
  • Langchain (Embedchain): Powerful python libraries for LLMs

Let's Connect! ๐Ÿค

I am always eager to expand my knowledge and collaborate on challenging projects. Feel free to reach out to me if you're interested in potential collaborations on the following platforms:

Looking forward to connecting with you and exploring exciting opportunities together! ๐Ÿš€

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