Projects
Gradients.io A decentralized AI training platform on Bittensor built around the idea that anyone can train AI.Careit A food donation and rescue platform that helps businesses share surplus food with local nonprofits.QuickSync A very robust web app that enables users to sync their inventory, products and orders in real time.TravelWave A ride sharing application built ot help passengers pool a ride if they have the same destination.AiQEM An AI based advertisement enhancement platform.Stroke Prediction App A machine learning app to predict stroke risk.Loan Approval Prediction App A machine learning app to predict loan approval risk.Home Credit Default Risk Prediction App A machine learning app to predict home credit default risk.Diabetes Prediction App A machine learning app to predict diabetes risk.Mushroom Classification App A machine learning app to classify mushrooms.
Experience
Freelance Developer
January 2025 - PresentFreelancer (Upwork) Addis Ababa, Ethiopia
- Freelance development services.
Software Developer
March 2024 - December 2024The Quick Company Dubai, United Arab Emirates
- Utilizing Django for the development of integrations in the QuickSync(https://quicksync.pro) app.
- Worked on integrating SquareSpace into the inventory management system.
- Testing different integrations making sure they work as expected.
- Using tools like Grafana to check for errors that might be existent in the app.
Community Coordinator
May 2023 - November 2023A2SV | Africa to Silicon Valley Palo Alto, California, United States
- Organized and facilitated educational activities related to data structures and algorithms.
- Delivered engaging lectures and practice sessions twice a week.
- Created informative and visually appealing learning slides.
- Conducted interactive virtual lectures, promoting active participation.
- Managed attendance and ensured smooth coordination of sessions.
Software Engineer
December 2022 - October 2023Eskalate Palo Alto, California, United States
- Utilized React and Next.js frameworks to develop dynamic and performant web applications.
- Implemented Redux Toolkit for efficient state management.
- Leveraged Tailwind CSS as a styling library to create modern and responsive user interfaces.
- Collaborated with senior developers to deliver high-quality code.
- Actively participated in code reviews and debugging sessions.
Back End Developer
July 2022 - November 2022A2SV | Africa to Silicon Valley Palo Alto, California, United States
- Leveraged Node.js, Express, and MongoDB for development processes.
- Utilized Jest and Supertest for comprehensive testing.
- Implemented MongoDB aggregation pipelines to extract valuable insights.
- Contributed to the successful launch of LabConnect, a groundbreaking project.
Writing
ResNet and EfficientNet for Image Classification
Photo by Uriel SC on UnsplashIn the realm of modern computer vision, deep convolutional neural networks (CNNs) have achieved remarkable success acros...Gradient Descent Variants: Batch, Stochastic, and Mini-Batch
In the last post about Gradient Descent we have seen how gradient descent works. In this post we will see the different types of gradient descent. Ea...Gradient Descent
As data scientists, our goal is often to find the best model that fits a particular dataset. Typically, “best” refers to minimizing errors or maximiz...