AI Specialist
Experience: Senior
Description:
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:
- 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
- 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
- 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
- Extract data from on premise Oracle/SQL Server DBs to AWS cloud
- Transforms and if needed masks sensitive information (CJIS, PII, etc.)
- Stores data in optimized formats for AI/ML workloads (in a Vector DB like PineCone)
- Enables advanced RAG capabilities with AWS Bedrock
- Use an industry standard AI Model like Claude or AWS Titan/Nova
- We expect the 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)