Monika Iyer

At Finiteloop, I built production AI systems for manufacturing, maritime safety, and healthcare, including an edge audio anomaly-detection platform that reduced unplanned downtime by 20% and improved early fault detection 3×. I also delivered voyage-risk classification that helped reduce reportable incidents by 30% through earlier intervention.

I build end-to-end ML and GenAI applications, from IoT data collection and model development to cloud deployment, RAG, LLM fine-tuning, and agentic workflows. I’ve led stakeholder workshops, mentored junior ML engineers, and bring earlier enterprise production experience in SQL infrastructure and root-cause analysis.