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

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.

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!