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Crafting Intelligent
Systems & AI Experiences

Software Engineering student at AASTU building Full-stack platforms, AI-driven APIs, and autonomous robotic systems. Blending edge-AI, machine learning, and modern web to solve real problems.

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5+
Major projects
4+
Certifications
3+
Years building
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About me

Engineer. Builder.
Problem Solver.

I'm a 5th-year Software Engineering student in the Cooperative Education Program (CEP) at Addis Ababa Science and Technology University, where I've grown from crafting responsive frontends to building production-grade AI systems.

My journey took me from vanilla HTML/CSS through full-stack web development, deep into machine learning pipelines, NLP, fraud detection APIs, and edge AI for embedded robotics. I love the full stack — from web development to model deployment.

Completed the Kifiya (10 academy) AI Mastery Program, I've shipped models with TensorFlow, deployed APIs with Docker & Flask, and built a solar-powered autonomous robot with computer vision. I'm always chasing the intersection of intelligent systems and elegant UX.

AASTU — Software Engineering CEP, 5th Year
Kifiya AI Mastery Training Program
ALX Software Engineering (Frontend Specialization)
Gelan, Oromia, Ethiopia
Languages
Python JavaScript TypeScript SQL Java Dart C++ PHP
Frameworks & Libraries
ReactJS Flutter Express.js Flask Scikit-learn PyTorch TensorFlow Dash
Infrastructure & Tools
MySQL GitHub Jupyter PostgreSQL MLflow Arduino Docker AWS
Domains
Machine Learning NLP / NER Computer Vision Robotics API Design Full-Stack Web
Featured work

Things I've built

View all on GitHub

ARTDC — Autonomous Trash Detection & Collection Robot

Solar-powered mobile robot leveraging edge AI and multi-sensor fusion for autonomous trash detection and collection. Built with a 4-servo robotic arm, computer vision pipeline running on an embedded controller, and real-time obstacle avoidance. Showcased as a flagship AASTU IETP4115 project.

Arduino Edge AI Computer Vision C++ Robotics Solar Power

Fraud Detection API

Production-ready fraud detection system with real-time monitoring, model explainability via SHAP/LIME, and a Dash dashboard. Containerized with Docker and tracked via MLflow.

Python TensorFlow Flask Docker MLflow SHAP

Echo Chat app

Cross-platform chat application built with Flutter and Dart, integrated with Firebase for real-time messaging and user authentication.

Flutter Dart Firebase

EthioMart — Telegram NER Pipeline

Centralized platform consolidating real-time data from multiple Amharic e-commerce Telegram channels using Named-Entity-Recognition. Built with Telethon and fine-tuned PyTorch models.

Python PyTorch NLP / NER Telethon SHAP

BatiBank Credit Scoring Model

End-to-end credit risk scoring model for e-commerce transactions. Full ML pipeline including feature engineering, model training, and API deployment using Scikit-learn and Flask.

Python Scikit-learn Flask PostgreSQL

Shop Renting & Marketplace Platform

Multi-tenant marketplace where sellers rent digital storefronts, manage inventory, and chat with customers. Full authentication, role-based dashboards, real-time messaging.

PHP MySQL JavaScript HTML/CSS
Education & credentials

Built on solid foundations

Formal education and specialized training programs that shaped my engineering and AI skill set.

ALX Software Engineering Certificate
ALX Africa
Software Engineering — Frontend Specialization
12-month intensive program covering full-stack engineering fundamentals and specialized frontend web development. Issued 30 Sep 2023.
Kifiya AI Mastery Certificate
Kifiya AI Mastery (KAIM)
AI & Machine Learning Training Program
3-month intensive with 12 weeks of project-based training in ML Engineering, Data Engineering, and Financial Analysis for fintech. March 2025.
Handong Generative AI Certificate
Handong Global University
Generative AI Program
Advanced coursework in generative AI models, prompt engineering, and the application of LLMs in real-world software systems.
Udacity Programming Fundamentals Certificate
Udacity
Programming Fundamentals
Verified Nanodegree in Programming Fundamentals — HTML, CSS, JavaScript. Awarded October 28, 2024. Signed by Sebastian Thrun.
Academic path
2022 — Present
Addis Ababa Science and Technology University (AASTU)
B.Sc. Software Engineering
Let's connect

Open to new challenges

Whether you have a project idea, collaboration, or just want to talk tech — my inbox is open.

Email
natnahom12@gmail.com
Phone
+251 923 478 231
GitHub
github.com/Natnahom
LinkedIn
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