Hi, I'm Ebenezer 👋
Data Scientist, AI Researcher, Solopreneur and a coffee-fueled code conjurer. I love building things and helping people.
EG

About

Growing up in Hawassa, Ethiopia, my passion for gaming sparked an early fascination with technology, which has since evolved into a focused interest in AI. Currently, I am part of the RAIL Lab, where I focus on constrained reinforcement learning (CRL), aiming to contribute positively to advancements in the field and the intersection of technology and society. I invite you to download my resume to learn more about my journey and aspirations.

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Tech Stack

Python
Java
C/C++
Scala
Julia
JavaScript
SQL
PyTorch
TensorFlow
Scikit-learn
MySQL
MongoDB
Firebase
Git
GitHub
Docker
Kubernetes
MLFlow
Data Version Control (DVC)
AWS SageMaker
GCP Vertex AI
Kubeflow
Research Projects

Latest research projects

Join me as I explore the latest trends, practical applications, and innovative techniques in the rapidly evolving field of AI.

Feedback-driven Safe Offline RL

Feedback-driven Safe Offline RL

Integrating expert feedback into offline RL to enhance decision-making in safety-critical environments while minimizing risks associated with live trials.

Offline RL
RLHF
Safe AI
Consrained RL
Learning WVFs without Exploration

Learning WVFs without Exploration

Exploring how offline RL algorithms learn a goal-oriented representations - World Value Funnctions (WVF), emphasizing the importance of dataset size and diversity.

Offline RL
Deep Learning
Goal-oriented RL
Contact

Get in Touch

If you're into AI, data science, and occasional tech memes, we should definitely connect on LinkedIn!