
11 - 50 employees
Founded 2019
🤖 Artificial Intelligence
⚡ Energy
Venture Capital • Artificial Intelligence • Energy
Xora Innovation is a venture capital firm that partners with exceptional entrepreneurs in the deep tech space, focusing on transforming essential industries. Xora provides financial support and commitment to innovative companies that are building tomorrow's global infrastructure across three key sectors: Compute & Communications, Climate & Energy, and AI in Physical Industries.
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11 - 50 employees
Founded 2019
🤖 Artificial Intelligence
⚡ Energy
Venture Capital • Artificial Intelligence • Energy
Xora Innovation is a venture capital firm that partners with exceptional entrepreneurs in the deep tech space, focusing on transforming essential industries. Xora provides financial support and commitment to innovative companies that are building tomorrow's global infrastructure across three key sectors: Compute & Communications, Climate & Energy, and AI in Physical Industries.
• Build and Manage the AI Organization: You will build and manage the AI organization at 4MP, while doing hands-on technical work. You will recruit and mentor a world-class team while architecting the AI modules, writing code, reviewing architecture, and building prototypes alongside them. • Lead AI Architecture: Design and develop the intelligence layers that enable machines to interpret manufacturing intent, understand system deviations, and autonomously generate corrective actions. • Integrate Multidisciplinary Data: Define how AI interacts with physics-based models, machine telemetry, sensor data, CNC programs, and manufacturing context. • Interpret & Modify CNC Programs: Build AI systems to extract machining intent from G-code, accounting for operator variability, CAM differences, and varied programming styles. • Design Learning Frameworks: Develop feedback loops that combine AI reasoning with physics-based models and sensor data, allowing machines to improve from each correction cycle and production result. • Build Data Infrastructure: Create a scalable data architecture that captures manufacturing intelligence across machines, parts, tools, materials, and production environments. • Create Simulation Environments: Define simulation and validation environments for training, testing, and scaling autonomous correction models. • Drive Strategic Cross-Functional Leadership: In close interaction with other functional leaders, you will contribute to defining the company strategy, technology and business roadmaps, and comprehensive project plans.
• Hands-On AI Management: Proven experience building and managing an AI organization while doing hands-on technical work. You must be comfortable leading teams while actively contributing to the codebase. • 10+ Years of Experience: Deep background in AI, software engineering, machine learning architecture, robotics, intelligent systems, or complex technical platforms. • Industrial Domain Expertise: Direct experience with robotics, autonomous systems, industrial systems, physics-informed machine learning, reinforcement learning, control systems, simulation, digital twins, or real-world telemetry. • System Architecture Expertise: Deep experience designing and building production-grade AI, ML, data, or software infrastructure from the ground up. • Strong Coding and Data Proficiency: Exceptional hands-on coding skills and ability to manage data pipelines, model orchestration, validation, feedback loops, and complex, messy, real-world data. • Core AI/ML Expertise: Strong, up-to-date understanding of optimization, statistical modeling, and system-level AI design. • Educational Foundation: Bachelor’s degree in Computer Science, Robotics, Engineering, Physics, Mathematics, or a related field.
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