Geminus is an industrial process centric digital twin product that delivers self-optimized design, predictive operational intelligence and asset performance enhancement to operators and engineering service providers. The product leverages physics-constrained artificial intelligence to deliver high-fidelity operations and maintenance intelligence and to continuously optimize the designs of assets & processes. Geminus integrates with operational data through SCADA systems, historian software, sensor gateways and enterprise asset management to trigger predictive modeling for the end-to-end industrial process. This generates high-fidelity operational intelligence and design recommendations to prevent multi-step failures, adverse shifts in yield, structural process faults and degraded remaining useful lifetime.
The company is based in Palo Alto and venture funded by The Hive. Its co-founder and Chief Scientist, Karthik Duraisamy, has over a decade of rich experience in physics-based modeling and machine learning through both fundamental research at Stanford University & the University of Michigan and industry collaborations. The fast-growing R&D team combines experiences across physics modeling, AI, industrial domains and data operations. The product is in pilot deployments in oil & gas and hi-tech manufacturing verticals. The product is also being made available as a module in leading engineering simulation platforms.
The Data Scientist will drive the design and development of key artificial intelligence (AI) components of the platform that integrate with its multi fidelity physics-based modeling capabilities. The spectrum of applications of AI includes black-box IoT modeling,consolidated error modeling across multiple physics-based models, supervised & unsupervised training of parameters & data-driven functions in hybrid physics-based models and meta-learning for performance boosting.
As a Data Scientist of a fast-growing startup, the successful candidate will be leading the development of key aspects of Geminus’ product:
The successful candidate will have experience in working in innovative projects with fast-paced delivery schedules in startups & large enterprises:
Geminus is an affirmative action employer and welcomes candidates who will contribute to the diversity of our team.