Teams at Spark Eighteen

Develop and optimize MySQL databases, including schemas, queries, indexes, migrations, security, availability, and production troubleshooting. Build ETL and data movement workflows using Airflow, MySQL tools, or scripts, while supporting reporting, analytics, application development, incident response, and root-cause analysis. Collaborate with engineering and data teams to maintain reliable database environments and pipelines involving PostgreSQL.

Develop and deploy production machine learning systems for fall detection and health risk scoring. Build classical ML models, engineer features from radar and point-cloud data, contribute to pose estimation, and create Databricks training and inference pipelines. Own model evaluation and false-alarm reduction for a safety-critical system, monitor deployed models, and mentor team members while working in a fast-moving environment.

Design, deploy, and operate production-scale data platforms in secure, fully air-gapped customer environments. Translate client requirements into working solutions, independently own implementation and delivery, troubleshoot manual deployments, collaborate with technical and non-technical stakeholders, travel to client sites, and mentor junior engineers.