01
Tumor detection
Breast ultrasound work on the BUSI dataset: classification with ResNet18 and Inception, segmentation with U-Net, detection weights, and a Dockerized web app.
Milan, Italy · since 2022
Amanuel A. Belay
Software engineer and AI engineer based in Milan.
I analyze data, build machine-learning models, and ship the web applications they live in.
01
About
I adapt quickly, keep learning the tools that matter, and like being on a team that grows the work and the people doing it.
- Experience
- Since 2022
- Based in
- Milan, Italy
- Focus
- Applied AI, data, and web software
I am a software developer and data analyst. I build everything from small business sites to interactive web applications, and more of my work now brings data and machine learning into real products.
I use Python to automate tasks, analyze data, and build models with pandas, NumPy, SQL, scikit-learn, and PyTorch, then turn that work into applications people can use with HTML, CSS, JavaScript, React, and Node.
- Python
- PyTorch
- TensorFlow
- TensorRT
- ONNX Runtime
- Machine learning
- SQL
- HTML
- CSS
- JavaScript
- React
- Node.js
- PHP
Experience
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Data analyst
Oct 2023 – May 2025 · Swenetix Tech · Addis Ababa
- Built Python scripts and tools to automate workflows and data processing
- Cleaned, analyzed, and reported on datasets with pandas, NumPy, and SQL
- Exploratory data analysis to answer client questions and find trends
- Dashboards and charts with Matplotlib, Seaborn, and Plotly
- Built and evaluated machine-learning models with scikit-learn and PyTorch
- Collected data from APIs and web scraping to build datasets
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Software developer
May 2023 – Sep 2024 · Swenetix Tech · Addis Ababa
- Node.js backends connecting web products to AI services through REST APIs
- AI features for client sites: chatbots, content generation, and smart search
- Python scripts to clean and prepare client data for analysis and model input
- Analytics and performance data to guide SEO and product improvements
- E-commerce product recommendations based on customer behavior
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Junior developer, data and automation
Jul 2022 – Oct 2023 · Swenetix Tech · Addis Ababa
- Python scripts to automate repetitive support and maintenance tasks
- Website and sales data analysis to find problems and improvements
- Form and e-commerce integrations with outside APIs to collect structured data
- Debugged PHP, JavaScript, and Python code in live production systems
Education
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MSc in Artificial Intelligence for Science and Technology
Oct 2025 – present · University of Milano-Bicocca · Milan
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BSc in Computer Science and Engineering
Oct 2018 – Jul 2023 · Adama Science and Technology University · Adama
02
Selected work
02
Epilepsy severity from EEG
A classification study on EEG recordings, with scikit-learn, visual analysis, and a Flask app so the model can be tried outside the notebook.
03
AI Content Assistant
A WordPress plugin that drafts content from the post editor through the Gemini API, with settings, a meta box, and a nonce-protected AJAX handler.
04
Land-use classification
A comparison of a custom CNN and ResNet50 on the UC Merced land-use dataset, looking at how a trained backbone holds up against a smaller network.
05
JobPilot
A job-application agent. Fill in a profile once and it finds postings that fit, writes a tailored CV for each one, and applies through authorized channels.
06
Lomi
A streaming site for movies and TV shows. Browse trending titles and new releases, open one, and watch it without leaving the product.
07
Fiker Beauty Salon and Spa
A salon site for hair, bridal, nails, and spa in Addis Ababa, with three Goro branches and a direct way to call or write.
08
Winslow Style
The site for a North Shore tailor in Sydney. Custom suits, wedding wear, and a clear path to book a visit.
09
Banks Ethiopia
A directory of banks in Ethiopia, with exchange rates, vacancies, and pages that stay easy to scan.
10
Nya Casino
A Swedish guide to newly licensed casinos: what each operator offers, set out so the comparison is readable.
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WordPress theme starter
A custom theme boilerplate, plus the practice behind it: lighter themes, fewer plugins, and performance treated as part of the build.
Where a model earns its place
A model is not a feature until someone can use the result.
OpenClaw, kept on your own machine
A self-hosted gateway between the chats you already use and an assistant you control.
The seam between React and Node
A screen and an API stay healthy when the contract between them is small.
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Contact
Looking for a developer? I build websites, web applications, and the machine-learning pieces that have to live inside a product.
- Email mannyabeb@gmail.com
- Phone +39 350 909 3092
- WhatsApp +39 350 909 3092
- Location Milan, Italy