AAU Software Engineering community

Real-world Data Science projects ideas 1. Credit Card Fraud Detection 📍 Tools: Python (Pandas, Scikit-learn) Use a real credit card transactions dataset to detect fraudulent activity using classification models. Skills you build: Data preprocessing, class imbalance handling, logistic regression, confusion matrix, model evaluation. 2. Predictive Housing Price Model 📍 Tools: Python (Scikit-learn, XGBoost) Build a regression model to predict house prices based on various features like size, location, and amenities. Skills you build: Feature engineering, EDA, regression algorithms, RMSE evaluation. 3. Sentiment Analysis on Tweets or Reviews 📍 Tools: Python (NLTK / TextBlob / Hugging Face) Analyze customer reviews or Twitter data to classify sentiment as positive, negative, or neutral. Skills you build: Text preprocessing, NLP basics, vectorization (TF-IDF), classification. 4. Stock Price Prediction 📍 Tools: Python (LSTM / Prophet / ARIMA) Use time series models to predict future stock prices based on historical data. Skills you build: Time series forecasting, data visualization, recurrent neural networks, trend/seasonality analysis. 5. Image Classification with CNN 📍 Tools: Python (TensorFlow / PyTorch) Train a Convolutional Neural Network to classify images (e.g., cats vs dogs, handwritten digits). Skills you build: Deep learning, image preprocessing, CNN layers, model tuning. 6. Customer Segmentation with Clustering 📍 Tools: Python (K-Means, PCA) Use unsupervised learning to group customers based on purchasing behavior. Skills you build: Clustering, dimensionality reduction, data visualization, customer profiling. 7. Recommendation System 📍 Tools: Python (Surprise / Scikit-learn / Pandas) Build a recommender system (e.g., movies, products) using collaborative or content-based filtering. Skills you build: Similarity metrics, matrix factorization, cold start problem, evaluation (RMSE, MAE). NB: 👉 Pick 2–3 projects aligned with your interests. 👉 Document everything on GitHub, and post about your learnings on LinkedIn. React ❤️ for more

🚀 Web Hosting & DevOps Engineer 🏢 Ashewa Technologies 📍 Addis Ababa, Ethiopia Role Overview We’re looking for a DevOps Engineer to manage and optimize cloud and hosting infrastructure with a focus on availability, security, and performance. Requirements * 2+ years (MSc) or 4+ years (BSc) in DevOps / System Administration / Hosting * Strong Linux, DNS, and cloud knowledge * Experience with cPanel, WHM, or DirectAdmin * Familiar with GitHub or GitLab * Strong problem-solving skills 📩 Apply here: https://docs.google.com/forms/d/e/1FAIpQLSeQK-WEnrbkO6q0yMB4qkivXduLJGymzkGLsfWDPH49GL8tkw/viewform

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Introducing CoreLink: Ethiopian Innovation and Talent Hub

Join now: corelink.et CoreLink is a verified pool where Ethiopian professionals and students are brought together on one table. It is the space where talent gets discovered by building a deep-dive professional identity based on actual projects and daily progress. By organizing scattered skills into one resource, CoreLink makes it possible to find the best talent for your ideas and connect with the right team members. Instead of searching through disconnected groups, you can see everyone's work in one place. If you are a student, start building your profile now to get discovered by companies and individuals. Whether you want to collaborate on projects or be matched with startups and opportunities that fit your skills, CoreLink connects you to both local and global possibilities. Join the pool of professionals and get discovered. 🔗 Link: corelink.et 📢 Telegram: @CoreLinkEthiopia

01 | FRONT-END vs BACK-END - Front-end: UI/UX (HTML, CSS, JS) - Back-end: Server, DB, Logic (Node.js, Python) 02 | VARIABLE vs CONSTANT - Variable: Value can change (let, var) - Constant: Fixed value (const) 03 | NULL vs UNDEFINED - Null: Intentional empty value - Undefined: Variable exists but has no value 04 | FUNCTION vs METHOD - Function: Independent block of code - Method: Function tied to an object/class 05 | FOR vs WHILE LOOP - For: Best for known number of iterations - While: Runs until a specific condition is met 06 | SQL vs NoSQL - SQL: Structured, table-based (MySQL) - NoSQL: Flexible, document-based (MongoDB) 07 | API vs SDK - API: The interface used to communicate - SDK: The toolkit used to build the software 08 | LOCAL vs GLOBAL - Local: Only exists inside a specific block - Global: Accessible throughout the entire script 09 | RECURSION vs LOOP - Recursion: A function that calls itself - Loop: A control structure that repeats code 10 | HTTP vs HTTPS - HTTP: Standard data transfer (Unsecured) - HTTPS: Encrypted data transfer (Secure)

I tried to change my Gmail password to 'ManchesterUnitedDefence'...and Gmail is telling me it's too weak?!😭😂

🚀 Frontend / Fullstack Developer Needed (Addis Ababa – In Person) 🏢 Company: Private 📍 Location: Addis Ababa (On-site) 💼 Employment Type: Full-time 💰 Salary: 40,000 – 60,000 ETB

Software Engineer (Junior to Senior, Contract) 📍 Location: Remote (Ethiopia) 🕒 Employment: Freelance / Contract 📅 Deadline: March 30, 2026 👥 Vacancies: 4 ✔️ Role Overview We are seeking mid-to-senior Software Engineers to work on a contract basis, contributing to real open-source issues across multiple codebases including Python, Java, Go, TypeScript, and JavaScript. ✔️ Requirements 2–5 years of software engineering experience Proficiency in at least two of: Python, Java, Go, TypeScript, JavaScript Strong understanding of testing practices, Git workflows, and Docker Ability to identify implementation gaps, edge cases, and architectural issues Strong written communication skills (clear, actionable feedback) Comfortable navigating unfamiliar codebases ➕ Nice to Have Experience with AI coding tools or LLM-based workflows (e.g., Cursor, Windsurf) 💰 Salary Hourly (Paid per completed task) 📩 How to Apply Apply here: https://forms.gle/mrpp8pa8JDx9T9d56

🚀 Hiring: Mid-Senior Full Stack Developer We are looking for a versatile, "learn-it-all" developer to join our team in Addis Ababa for high-scale, impactful projects. 📍 Location: Addis Ababa (In-person) 💼 Type: Full-time 💰 Pay: 40,000 – 60,000 ETB The Tech Stack: ▫️JS/TS: Node.js & Bun ▫️Go: Core backend & specialized services ▫️Python: Data & automation ▫️Everything else: We adopt whatever tool fits the project. Who we need: We want a very open developer who is willing to learn any skill and master new languages on the fly. If you think this is not the right opportunity for you, please don't apply. Apply here: https://forms.gle/7E54qMDf443zkin78

Looking for a mobile app developer (Flutter / React Native) to build a marketplace app (Uber-style). ✔️ Must handle: User & driver registration Booking system Notifications Basic admin panel 📍 Addis Ababa preferred (for meeting) 📞 0912152761 Freelance / contract, with long-term potential.

Urgent job opportunity Qualifications Bachelor’s degree in Computer Science, Software Engineering, or related field Strong experience with Flutter mobile development Strong experience with Node.js backend systems Experience working with REST APIs Experience managing Linux servers Experience with PostgreSQL databases Experience with Git version control Deadline: March 16, 2026 Apply Here: https://forms.gle/MTxG8MxJaCreLXPW7

Senior Rust Engineer (Contract) A private client is urgently seeking a Senior Rust Engineer for a 9-month contract. Employment Type: Contract (9 Months) Salary: $1,050 USD/month (Non-Negotiable) 🔎 Role Requirements 📌 Deep expertise in Rust programming 📌 Strong experience with lock-free concurrency and atomics 📌 Hands-on experience with eBPF 📌 Experience working with #![no_std] environments 📌 Strong knowledge of Unsafe Rust ⚠️ Important Application Instructions 📌 Email only your GitHub link showcasing relevant Rust projects 📌 Do NOT send CV or cover letter 📧 Send to: pcgminis441@gmail.com

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‼️ Urgent Horan Technologies is hiring Horan technologies is looking for talented professionals to join the team. Fast onboarding process with 1 interview + assessment. Employment Type: Full-Time (Onsite) Location: Addis Ababa 💻 Fullstack Developer 🔎 Tech Stack 📌 Frontend: React / Next.js 📌 Backend: Django (Python) & Node.js 📌 Database: PostgreSQL 📌 Cloud & DevOps: AWS, Docker 📌 Architecture: Microservices (Mandatory) ✅ Requirements 📌 Proven experience in Node.js 📌 Proficient in Python (Backend) 📌 Strong experience in API development, async tasks & integrations 📌 Hands-on experience with microservices (Mandatory) 📌 Strong knowledge of Docker (Mandatory) ➕ Nice to Have: 📌 Experience in React Native 👉 Apply here https://docs.google.com/forms/d/e/1FAIpQLSeePryJEdR4H0AitdCybU_wFPelssZCjv0zT-SwYbPjjBQznw/viewform

Full-Stack Developer / Back-End Developer (Remote) A local tech company is seeking experienced Full-Stack and Back-End Developers to work with international clients. Employment Type: Full-Time (Remote) Time Zone Requirement: EST (Full-Time Availability Required) 🔎 Tech Stack 📌 Frontend: React 📌 Backend: Node.js 📌 Additional: Java ⚠️ Requirements 📌 International remote work experience (Mandatory) 📌 Ability to work full-time in EST time zone 📌 3+ years of experience with React, Node.js, and/or Java 📌 Strong understanding of full-stack development principles 📌 Ability to collaborate with distributed international teams 📩 How To Apply Apply via the link below: 🔗 https://docs.google.com/forms/d/e/1FAIpQLSderZ7oPsD95glchlhuZ4DlME58aI7AGbg39vmqzuqwVqBYmA/viewform

Apply: https://forms.gle/hsd8Kk35HNguA73G8

Askuala Link is Hiring | Technical Support Officer (Full-Time) 💻📚 📍 Location: Addis Ababa (Near Lafto) 🕒 Work Type: On-site | Full-Time Requirements · Bachelor’s degree · Preferably living in or near Lafto · Strong communication and support skills · Technical or IT-related background · Female applicants are encouraged to apply How to Apply 👉 Apply using the Google Form: https://forms.gle/78cS7jnYDQL5YiV4A