About
My journey has been deeply rooted in a profound passion for gaming. Growing up in Hawassa, Ethiopia, my early exposure to technology ignited a lifelong fascination with the limitless possibilities it holds. My fascination has since evolved into a focused interest in ML and I am excited about the prospect of contributing to advancements in the field, bringing about positive change, and furthering the intersection of technology and society.
Work Experience
Tech Stack
Latest research projects
Join me as I explore the latest trends, practical applications, and innovative techniques in the rapidly evolving field of AI.
I like building things
From developing trading bots and implementing deep RL algorithms to creating insightful data visualizations, each project highlights innovative solutions and practical applications.
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Learning World Value Functions without Exploration
Researched and implemented offline RL algorithms, including DQN and BCQ, to learn WVFs across various data buffer sizes in discrete and continuous action domains.PythonPyTorchNumPyOpenAI GymPanda Gym - M
ML trading bot with Alpaca API
Developed an ML based trading bot using the Alpaca API to automate stock trading decisions based on historical market data analysis.PythonAlpaca APIPandasNumPyScikit-learnMatplotlib - W
Web scraping summarizer
Developed a web scraping summarizer that extracts key information from web pages and generates concise summaries for easier content consumption.PythonScrapyNLTKNumPyPandas - D
Deep RL for Franka Emika Robot
Implemented Deep Deterministic Policy Gradient (DDPG) to enable the Franka Emika Panda robot to learn and perform complex tasks in dynamic environments.PythonPyTorchOpenAI GymNumPyPanda Gym - C
Credit card fraud detection
Developed a POC for credit card fraud detection system using machine learning algorithms to identify and prevent fraudulent transactions in real time.PythonScikit-learnPandasNumPyTensorFlow
Get in Touch
If you're into AI, data science, and occasional tech memes, we should definitely connect on LinkedIn!