Custom ML Development for Companies

Development, training and integration of machine learning models for prediction, classification and intelligent product features.

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ML from data to deployment

I build ML pipelines from data preparation and feature engineering to model training, evaluation and production deployment. Example implementations include an AI Real Voice TTS for Voicfy based on a diffusion model and a news-gathering trading system that performs stock-level fundamental analysis.

Data and feature strategy

Model training, evaluation and iteration including diffusion models for audio/TTS

Deployment, monitoring and MLOps setup for production ML and analytics systems

FAQ

When do you need a custom ML model?

When off-the-shelf models do not provide the required accuracy, latency or domain fit for your use case.

Can a model be integrated into existing systems?

Yes. Integration is possible via APIs, batch pipelines or direct product features, including monitoring in production.

Do you have practical ML examples from your work?

Yes. This includes an AI Real Voice TTS for Voicfy based on a diffusion model and a news-gathering trading platform with per-stock fundamental analysis.

Local Variants

This service is also available as location-specific pages to match local search intent and regional market context.

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Let's start your project

Share your goal, timeline and budget. You will get a clear recommendation for the next step.