INFERENCE | ML & Yield Management Solutions

Feature Engineering and Model Deployment

Process and Test Data Engineering for AI/ML ready Analytics. Onprem, Cloud or Hybrid deployment. Seamless integration data pipeline. Get your Fab, Process and Test data ready for ML and data mining.

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Our Services

Machine Learning Outsourcing

AI-powered solutions tailored for complex industry needs.

Yield Management Software

Optimize high-tech manufacturing with precision & predictive analytics.

Outsourcing Services

Machine Learning Systems

Classical & deep learning (feature engineering, generalization, data leakage)
Training pipelines (sampling, augmentation, class imbalance)
Model deployment (batch vs. online, edge vs. cloud, optimization)
Tools: XGBoost, LightGBM, PyTorch, Scikit-learn, etc.

Data Architecture

Data pipelines: Warehouse, Fabric, Lakehouse, Mesh
Architectures: OLAP, OLTP, Lambda, Kappa
Ingestion: ETL/ELT, batch vs. real-time, governance
Modeling: Relational, Dimensional, Vault, Kimball, Inmon

About Us

INFERENCE is a startup specializing in high-tech outsourcing for yield analytics, process automation, and test operations in manufacturing. We offer consulting, data analytics, and interactive dashboards powered by a modern tech stack: Python, Perl, C++, Docker, AWS, SQL, Tableau, and more.

Vision & Philosophy

Honesty: Building trust and effective collaboration.
Solving real problems: Prioritizing impactful client solutions.
Excellence: High-performance, reliable solutions for extreme environments.
Continuous Improvement: Learning and evolving consistently.
Resilience: Adapting rapidly in a changing tech landscape.

Contact Us

Interested in elevating your manufacturing analytics? Let’s connect.

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