Data Products

We develop Data Science into products

Individually or as a whole Team

DATA
SCIENTIST

DATA
ENGINEER

DEVOPS
ENGINEER

PRODUCT
OWNER

Solution Design

We will guide you through the jungle of data product solutions that fit your use cases.

Key Words: Use Case Analysis • Data Analysis • Design Thinking

Model Development

We train or fine-tune the models that make your data smart. After this step, you have customized intelligence for your use cases.

Key Words: GPT-3 • Transformer Models • Sentence / Word Embeddings • Name Recognition & Time Series Transformers • Anomaly Detection • Model Reduction • MLFlow

Model Deployment

Modern data products require a performant back-end based on Kubernetes and Docker. Embedding or knowledge graph databases are often a perfect fit. And CI/CD pipelines make deployment possible within minutes.

Key Words: Cloud solution architecture • Kubernetes • Docker • DevOps • GitLab CI/CD • FastAPI • Python • Swagger UI • Knowledge Graph & Embedding Databases • Microservice architectures • MLOps

ipb_innovation_product_builders_data_product_development_workflow

Perfect Fit

Predictive Maintenance • Industrial IoT • Natural Language Processing (NLP) • GPT-3 • Semantic Similarity • Smart search