AI applies to every industry and company these days. Planning and scheming about AI is one thing; building working AI models is much more challenging. Many companies don’t have the skills necessary to build their own, effective AI models.

This (typically) multi-week engagement defines and builds a custom AI model specifically to address your business needs. Models can be built using no-code/low-code tools or directly in Python or Jupyter. Costs can be minimized by using open source packages like Tensorflow, PyTorch, Spark, scikit-learn, MLflow and others (if desired). The final result is a high-quality, working AI Model to solve your specific business problem.

While each project is unique, the high-level process is generally:

• Discuss project requirements and aspirations with stakeholders to understand the business value, business goal and relevant business context.
• Provision data.
• Exploratory Data Analysis (EDA) to find important patterns.
• Construct and train the AI model.
• Review results with stakeholders.
• Refine and iterate on requirements and training (as needed).
• Deliver all source code, datasets, documentation and executables.
• Work with client's team to get them up to speed so they can continue the model's evolution (if needed).
• Deploy to production.

We have worked in a wide variety of industries, implementing a wide variety of AI models:

• Keeping elders safe in their homes by converting low-level sensor signals to high-level human behaviors in Spark
• Build AI models against large knowledge graphs for genetics and eldercare.
• Match and rank resumes to job descriptions.
• Educate Intellectual Patent attorneys about AI.
• Analyze football videos.
• Predict urban traffic in a European city.
• Predict metrics in financial markets.
• Detect anomalies in electrical power equipment using edge computing.
• Use Generative AI for news synthesis.
• Predict patient behavioral health risk.
• Characterize wireless signals.

Dr. Scott Gerard, a certified Distinguished Data Scientist with decades of deep expertise in the IT industry, personally runs each engagement. Engagements are completely or mostly remote. Contact us at Info@KnowledgeReactor.aito discuss your needs.

Mention Discount Code "AI4" for AI4 attendees to get for 20% off for first 3 months for contracts signed in August.