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.
Geminus’ product derives intelligence out of data from operational, experimental and numerical sources, and uses the inferences made to construct digital twins for industrial processes. This digital twin model development involves an iterative amalgamation of machine learning and computational physics. The role of the Full Stack Engineer will be developing data processing components for the collection, curation, and analysis of data. The role also includes building the data operations that binds the computational physics with AI-driven training. The role leads the development of the core data architecture of the product.
The successful candidate will have a proven track record of building complex data processing infrastructure:
Geminus is an affirmative action employer and welcomes candidates who will contribute to the diversity of our team.