Welcome to my portfolio
Hi,I'mAbdrihim

Full-Stack Developer | AI/ML Engineer

I believe technology should solve real problems. Every line of code I write, every model I train, and every system I build is driven by one question: "How can this make someone's life better?" From building scalable systems to creating AI solutions that understand human needs, I'm passionate about developing technology that truly matters.

About Me

Abdrehim Shemsu

Hi, I'm Abdrehim

I'm a software developer from Ethiopia. I studied Information Systems at Gonder University and graduated with a 3.71 GPA. After that, I got really into programming and machine learning.

Right now I work at INSA where I build web applications using React and Django. I also completed an intensive AI program at 10 Academy where I learned about data science and machine learning. I enjoy working on projects that solve real problems.

I've built things like fraud detection systems, incident tracking apps, and even a recipe sharing platform. I like working with both frontend and backend technologies, and I'm always learning new stuff. My goal is to build software that actually helps people.

+
Years Experience
+
Projects Completed
K+
Code Commits

Featured Projects

Here are some projects I've worked on. Each one taught me something new and helped me grow as a developer.

Recipe Sharing Platform
Recipe Sharing Platform

Social platform for sharing and discovering recipes

Golang
Vue.js
GraphQL
LiveCode
GYM Management System
GYM Management System

Comprehensive platform for gym management and member engagement

Laravel
React.js
REST API
LiveCode
Inventory Management System
Inventory Management System

Complete inventory tracking and management solution

Laravel
React
MySQL
REST API
LiveCode
Featured
BlueB (Incident Tracking System)
BlueB (Incident Tracking System)

Security incident management and tracking system

React
Django
Security
LiveCode
Featured
EthioCert Landing Page
EthioCert Landing Page

Official landing page for Ethiopian Computer emergency response team

React
Django
PostgreSQL
LiveCode
Royal Candy & Chocolate
Royal Candy & Chocolate

Professional landing page for premium chocolate company

Laravel
React
MySQL
Bootstrap
LiveCode
Hailemariam Melese Import & Export
Hailemariam Melese Import & Export

Landing page connecting Ethiopia's agricultural excellence to the world

React
Laravel
MySQL
Tailwind CSS
LiveCode
Featured
Emedid
Emedid

AI-powered digital health identity system with government verification

React
Django
AI
PostgreSQL
LiveCode
Sentiment Analysis
Sentiment Analysis

AI-powered sentiment analysis for banking app reviews

Python
ML
NLP
LiveCode
RAG Complaint Chatbot
RAG Complaint Chatbot

AI chatbot analyzing 177k+ complaints with retrieval-augmented generation

LangChain
RAG
LLM
FAISS
LiveCode
B5W5 Credit Risk Model
B5W5 Credit Risk Model

ML pipeline for credit risk assessment using alternative data with ROC-AUC 0.9944

Python
MLflow
FastAPI
Docker
LiveCode

Work Experience

My professional journey building impactful solutions across various industries

Full-Stack Developer

INSA
Addis Ababa, Ethiopia
2024 - Present

Building AI-Driven secure, scalable applications with React and Django

Key Achievements:

Reduced incident triage time by 40%
Improved asset inventory accuracy to 99%
Cut deployment errors by 70%

AI/ML Intern

10 Academy
Remote
2024

12-week intensive AI program with real-world projects

Key Achievements:

Increased sentiment model F1 to 0.92
Caught 85% of fraudulent events
Tripled data collection throughput

Full-Stack Developer

Minab Tech
Addis Ababa, Ethiopia
2023

Built recipe-sharing web app with modern tech stack

Key Achievements:

Decreased page load time to 1.6s
Increased session duration by 35%
Raised signup conversion by 22%

B.Sc. Information Systems

Gonder University
Gonder, Ethiopia
2019 - 2023

Graduated with GPA 3.71/4.00

Key Achievements:

GPA: 3.71/4.00
Final Year Project Excellence
Dean's List Recognition

Skills & Technologies

Technologies I work with and enjoy using. I'm always picking up new tools and frameworks.

React
Python
TypeScript
Node.js
AWS
Docker
PostgreSQL
TensorFlow
React
Python
TypeScript
Node.js
AWS
Docker
PostgreSQL
TensorFlow
React
Python
TypeScript
Node.js
AWS
Docker
PostgreSQL
TensorFlow
React
Python
TypeScript
Node.js
AWS
Docker
PostgreSQL
TensorFlow

Languages

Python
JavaScript
TypeScript
SQL
Java
Go
Scala

Frontend

React
Next.js
Vue.js
Tailwind CSS
Redux
GraphQL

Backend

Node.js
FastAPI
Django
Express
Flask
Spring Boot
Laravel

ML/AI

TensorFlow
PyTorch
Scikit-learn
Keras
Transformers
LangChain
RAG
LLM

Data Engineering

Apache Spark
Airflow
Kafka
MLflow
FAISS
Data Analysis

Cloud & DevOps

AWS
Docker
Kubernetes
FastAPI
Vercel
GitHub

Databases

PostgreSQL
MongoDB
Redis
MySQL
SQLite
Vector Databases

Get In Touch

Want to work together or just say hi? Feel free to reach out!