Job Title: AI Specialist Duration: 6 Months Location: Oakland county, MI Responsibilities: - Designs, develops, and deploys artificial intelligence and machine learning solutions to enhance business processes, improve decision-making, and drive innovation.
- Collaborates with cross-functional teams to identify use cases, gather requirements, and implement AI-powered applications. Responsible for data preprocessing, model selection, training, validation, and deployment.
- Stays up-to-date with the latest AI research and industry trends to ensure the organization remains at the forefront of AI adoption.
- Specifically:
1. The consultant should be able to create a solution that will enable law enforcement personnel and authorized users to query CLEMIS data using everyday language instead of complex SQL queries or traditional search interfaces
2. The consultant should have experience (at least 2-3 years' worth) with Public Safety applications like CAD, RMS and FRMS - should be able to fully understand the different datasets and their relationships
3. Initially we would expect the search to use current CLEMIS' search datasets
- People (including aliases)
- Identifiers
- Incidents/Offenses
- The future plan is to use the RMS (Records Management System) data for predictive analysis
4. Extract data from on premise Oracle/SQL Server DBs to AWS cloud
5. Transforms and if needed masks sensitive information (CJIS, PII, etc.)
6. Stores data in optimized formats for AI/ML workloads (in a Vector DB like PineCone)
7. Enables advanced RAG capabilities with AWS Bedrock
8. Use an industry standard AI Model like Claude or AWS Titan/Nova
9. entire solution to be hosted in the AWS Cloud
Environment: Python, R, TensorFlow, PyTorch, Keras, Scikit-learn, Apache Spark, Databricks, Jupyter Notebooks, AWS (SageMaker, EC2, S3), Azure (Machine Learning Studio, Databricks), SQL, NoSQL databases, data visualization tools (Tableau, PowerBI)
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