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Hello, I'm Mikias Berhane 👋

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🚀 About Me

I'm a versatile developer with a wide-ranging skill set encompassing full-stack development, data science, machine learning, and systems programming. My projects reflect my diverse interests and expertise, from developing sophisticated smart city traffic management systems to creating an open-set image tagging tool using advanced machine learning models.

Highlighted Projects:

  • MyAwesomeCMS: A language-agnostic CMS, adaptable to various tech stacks and emphasizing best practices in project organization.
  • open-set-image-tagging: An innovative tool leveraging pre-trained models to tag and caption images, recognizing new categories not seen during training.
  • SmartCityTrafficManagement: A sophisticated system for managing city traffic using Python.
  • FrozenLake-Q-Learning-Project: A comprehensive demonstration of Q-Learning applied to the FrozenLake environment from OpenAI Gym.

🏆 Achievements

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💼 Skills

Programming Languages

Python C C++ Java JavaScript TypeScript Go MATLAB Verilog Assembly

Frameworks and Libraries

PyTorch TensorFlow Selenium React Node.js Express Django

Data Science and Machine Learning

NumPy Pandas Scikit-Learn Matplotlib OpenCV Jupyter Apache Spark

Tools and Environments

Git Docker Kubernetes Postman Swagger VirtualBox Vim VS Code IntelliJ IDEA

Operating Systems

Linux Ubuntu Kali Linux Windows macOS

Security Tools

Metasploit Wireshark Burp Suite Netcat Nmap

🏆 Competitions

- LeetCode

- Codeforce

📊 GitHub Stats

snake

📬 How to Reach Me

Feel free to reach out via Email

Mikias Berhane's Projects

am-147 icon am-147

Numerical Analysis Class School Project

beats-uploader icon beats-uploader

A simple comprehensive script that uploads your beats all over various platforms

frozenlake-q-learning-project icon frozenlake-q-learning-project

demonstrates how to use Q-Learning to solve the FrozenLake environment from OpenAI Gym. It includes advanced features such as logging, configuration files, model saving/loading, plotting, and hyperparameter tuning.

komiser icon komiser

Open-source cloud-environment inspector. Supporting AWS, GCP, Azure, and more! Your cloud resources will have nowhere to hide!

kops icon kops

Kubernetes Operations (kOps) - Production Grade k8s Installation, Upgrades and Management

m8nt0 icon m8nt0

Config files for my GitHub profile.

myawesomecms icon myawesomecms

In-development CMS repo that is language-agnostic and adaptable to various tech stacks involves focusing on common project organization principles and best practice

open-set-image-tagging icon open-set-image-tagging

"Open-Set Image Tagging and Captioning Tool" that leverages the pre-trained RAM++ and Tag2Text models to tag and caption images, including recognizing new categories not seen during training.

risc-v-cpu icon risc-v-cpu

RISC-V CPU with 5-stage pipeline, implemented in Verilog HDL.

suricata icon suricata

Suricata is a network Intrusion Detection System, Intrusion Prevention System and Network Security Monitoring engine developed by the OISF and the Suricata community.

tabler icon tabler

Tabler is free and open-source HTML Dashboard UI Kit built on Bootstrap

thor-os icon thor-os

Simple operating system in C++, written from scratch

weather icon weather

⛈ Weather app with OpenWeatherMap API

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