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I will build custom machine learning and llm models
AI Biomedical Engineer
I am a Biomedical Engineer specializing in AI, e-Health, and Data Science. My work focuses on medical image analysis, machine learning for clinical decision support, and developing deep learning pipel...
About this Gig
Need a machine learning model you can actually trust? I design and train custom ML, deep learning and NLP solutions in Python, for healthcare data and beyond.
I hold a Master's in Biomedical Engineering (AI & e-Health, Politecnico di Torino), where I built end-to-end pipelines for medical imaging, radiomics and ensemble learning. That same rigor carries over to general data science: classification, regression, computer vision, text analysis and simple LLM-powered tools.
What I can help with:
- Custom ML/DL models: classification, regression, computer vision (PyTorch, TensorFlow, scikit-learn)
- Medical imaging & radiomics: MRI, ultrasound, feature extraction, quality/diagnostic support models
- NLP & clinical text: classification, embeddings, ClinicalBERT/Transformers
- Simple LLM tools: prompt engineering, basic RAG, chatbot logic, API integration
- Data cleaning, class imbalance handling, model evaluation & clear reporting
Send me your data and your goal and I'll tell you honestly what's realistic before we start, and deliver clean, commented code plus a plain-language explanation of the results.
Programming language:
Python
•
R
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MATLAB
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SQL
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Colab
Frameworks:
Scikit-learn
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SimpleCV
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Keras
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PyTorch
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Panda
APIs:
Other
Tools:
Jupyter Notebook
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OpenCV
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TensorFlow
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Excel
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Colab
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RStudio
My Portfolio
FAQ
Do you work with medical or healthcare data?
Yes - it's my specialty. I have a Biomedical Engineering Master's focused on medical imaging (MRI, ultrasound) and clinical NLP. I handle sensitive data carefully and never share it. If your project involves patient data, let's discuss anonymization before we start.
Can you build a simple chatbot or LLM-based tool?
Yes. I can set up prompt engineering, basic retrieval-augmented generation (RAG), and API integrations for practical LLM tools - not full production infrastructure, but solid, working prototypes and small tools.
I don't have a dataset yet - can you still help?
Often, yes. I can point you to suitable public datasets, help you define what data you need to collect, or advise on scope before you commit. Message me with your goal and I'll be upfront about what's feasible.
What do I actually receive?
Clean, commented Python code (Jupyter Notebook) or other script if necessary (Matlab, R), the trained model if applicable, and a short report explaining the approach, results and any limitations in plain language.
Do you work just on Biomedical Data?
Not at all — biomedical/healthcare data is where I have the deepest specialization (medical imaging, radiomics, clinical NLP), but I regularly work on general ML, DL and NLP projects too — tabular data, computer vision, text classification, simple LLM tools, whatever your project needs. Tell me a bi
