Services

Translations: fi

I offer consulting services in four main areas:

AI and Machine Learning

RAG Systems and Large Language Models - Enterprise knowledge systems - Document understanding and search - Semantic similarity and embeddings - Vector databases and search optimization

NLP Systems - Named entity recognition - Text classification and clustering - Topic modeling and sentiment analysis - Language detection

Machine Learning Engineering - Model development and optimization - Production-ready ML pipelines - Anomaly detection - Classification and prediction

Data Engineering and Platforms

Cloud Data Platforms - Databricks implementation and optimization - AWS/GCP infrastructure - Data pipelines (PySpark, Airflow, Dask) - Distributed computing

Data Architecture - Scalable storage solutions - ETL/ELT pipeline design - Data privacy and compliance (GDPR) - Infrastructure as Code

Geospatial Data

Geospatial Processing - Weather and climate data processing - Distributed geospatial computing (Dask + xarray) - Zarr optimization for cloud storage - Large-scale raster and vector analysis

Technical Leadership

Get in touch to discuss your project: henri.kynsilehto@gmail.com

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