I will build a custom machine learning model in python
Full Stack Software Engineer, System Architect, System Consultant
About this Gig
Need an ML model that works on your real data not just a demo notebook?
I build custom ML and AI models in Python end to end: data cleaning, feature engineering, training, validation, and deployment.
What I build
Predictive models classification, regression, forecasting, scoring
Computer vision image classification, detection, facial and emotion analysis
NLP sentiment, text classification, document processing
Anomaly detection and risk scoring
Model APIs with FastAPI, ready to plug into your product
My specialty: behavior and signal data
Sensor and motion data (accelerometer, gyroscope, wearables), facial expression, voice tone, and behavioral scoring. If your data is about how people act, that is my research area.
Tech stack
Python, scikit-learn, TensorFlow, OpenCV, NumPy, Pandas, FastAPI, Jupyter.
Why work with me
MPhil in Machine Learning and Data Science, PhD research in progress, 14+ years in software, 100+ projects delivered. I tell you honestly whether your signal is predictive with real cross-validation and metrics, not inflated accuracy.
Message me with your dataset and goal and I'll tell you what's realistic before you order.
Programming language:
Python
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R
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MATLAB
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Colab
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Amazon SageMaker
Tools:
Jupyter Notebook
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OpenCV
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TensorFlow
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Amazon SageMaker
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Colab
Technology:
Python
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TensorFlow
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PyTorch
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OpenCV
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Keras
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Pandas
My Portfolio
FAQ
Q: What kind of data do you work with?
Tabular data, images and video, text, audio, and sensor or time-series data. If you're not sure your data is usable, send a sample and I'll check it first.
Q: What if my data shows the model won't work well?
I'll tell you honestly, with the metrics to back it up. A clear "this signal isn't predictive yet, here's what data would fix it" saves you far more than an inflated accuracy number.
Q: Will I get the code and be able to run it myself?
Yes. You get clean, documented code (usually a Jupyter notebook or Python package), the trained model, and instructions to run and retrain it.
Q: Can you deploy the model into my app or website?
Yes — the Premium package includes a FastAPI endpoint, documentation, and a deployment guide so your product can call the model directly.
Q: Do you do academic assignments or write theses?
No. I work on business and research projects — model development, analysis, and implementation. I don't complete coursework or write academic papers for submission.
