Xora Innovation

DevOps Engineer

• Own release engineering for the platform, including build promotion, quality gates, artifact management, and reproducible delivery practices.
• Build deployment tooling and automation that makes installs and upgrades reliable across varied enterprise environments.
• Design safe rollout, validation, health check, and recovery mechanisms for production deployments.
• Create operational visibility through logs, metrics, alerts, and support workflows appropriate for secure customer environments.
• Build controls for customer managed installations, including configuration validation, credential handling, certificate workflows, and documented recovery paths.
• Improve deployment reliability by debugging incidents, identifying root causes, and turning fixes into reusable automation.
• Partner with product, engineering, and customer facing teams to make deployment readiness part of how the platform is built.

Senior Release Engineer, AI Platform – Infrastructure

Platform Engineer

• Architect the data foundation for large scale scientific and engineering output, keeping results clean, queryable, reusable, and ready for model training.
• Model domain specific scientific data so the same datasets can support interactive analysis, automation, and downstream machine learning workflows.
• Build scalable data processing patterns across object storage, analytical stores, and training optimized formats.
• Create machine learning data pipelines for curation, deduplication, formatting, evaluation sets, and regression tracking.
• Build and operate training and fine tuning pipelines for models used in scientific and workflow driven products.
• Develop intelligent workflow interfaces that connect user intent, structured platform capabilities and executable workflows without exposing unnecessary complexity to users.
• Own model evaluation, benchmarking, automated scoring, and quality tracking so each iteration is measurable.
• Set data and AI engineering standards for the team and turn them into code, documentation, and reusable patterns.

Principal Software Engineer, AI & Data Platform

Chief of Staff

• Convert CEO priorities into clear actions, owners, timelines, and follow through.
• Prepare the CEO for customer meetings, investor meetings, board discussions, internal reviews, and strategic decisions.
• Track key commitments across customers, investors, advisors, legal counsel, finance, and the internal team.
• Identify what is slipping, what needs escalation, and what can be delegated.
• Create and manage the company operating cadence, including leadership meetings, weekly priorities, customer follow ups, hiring updates, finance reviews, and board preparation.
• Help maintain a clear view of the company’s most important objectives, risks, and open decisions.
• Turn scattered inputs from meetings, emails, chats, and documents into structured action plans.
• Ensure team members know what matters most and what needs to happen next.
• Support the CEO in preparing for high stakes customer discussions with semiconductor, energy, and advanced materials companies.
• Help coordinate proposal preparation, POC scopes, pricing documents, meeting notes, follow up emails, and decision trackers.
• Maintain a reliable view of active customer conversations, next steps, blockers, and commercial status.
• Work with technical leads to translate complex product and scientific updates into customer ready materials.
• Assist with investor updates, fundraising materials, data room organization, board materials, and follow up from investor conversations.
• Help maintain the company narrative, milestone tracker, pipeline summary, hiring plan, financial overview, and strategic priorities.
• Coordinate with finance, legal, and external advisors when needed.
• Help the CEO communicate clearly with the team.
• Prepare internal memos, meeting summaries, decision records, operating updates, and leadership notes.
• Ensure important context does not get lost between business, technical, legal, and finance conversations.
• Build lightweight systems that make the company more organized without slowing it down.
• Own strategic and operational projects that do not clearly sit inside one function.
• Drive projects independently from ambiguous starting points to concrete outcomes.

Executive Assistant

• Manage the CEO’s calendar across Singapore, United States, and other time zones.
• Schedule customer meetings, investor calls, internal meetings, advisor sessions, legal calls, and interviews.
• Protect focus time and prevent unnecessary calendar fragmentation.
• Resolve scheduling conflicts quickly and professionally.
• Make sure each meeting has the right attendees, location, video link, agenda, and preparation material.
• Plan and coordinate business travel, including flights, hotels, ground transport, meeting locations, visas where relevant, and travel documents.
• Create clear travel itineraries with meeting times, addresses, contact details, and buffer time. Coordinate changes when travel plans shift.
• Track receipts, invoices, confirmations, and travel related expenses.
• Help triage the CEO’s inbox and flag urgent items.
• Draft simple replies, meeting confirmations, follow ups, reminders, and scheduling emails.
• Maintain polite and professional communication with customers, investors, advisors, vendors, candidates, and team members.
• Ensure important emails do not get missed.
• Prepare the CEO before meetings by organizing relevant documents, agendas, notes, decks, customer context, and prior correspondence.
• Take clean notes when requested.
• Track follow up items after meetings and make sure next steps are captured.
• Maintain simple action trackers for recurring meetings and important relationships.
• Organize key documents, templates, contracts, proposals, investor materials, customer materials, travel records, and administrative files.
• Maintain clean folders and naming conventions.
• Help prepare documents for signature, routing, review, or submission.
• Support vendor registration forms, basic company information requests, and administrative questionnaires.
• Manage expense tracking, receipt collection, reimbursements, invoices, subscriptions, and simple finance administration.
• Coordinate with accounting, finance, legal, corporate secretary, and external vendors when needed.
• Help with office administration, courier arrangements, printing, scanning, forms, and other operational tasks.
• Handle sensitive information with care, including customer discussions, investor conversations, legal documents, hiring matters, financial information, and personal logistics.
• Use sound judgment on what can be shared, what should be escalated, and what should remain confidential.

Personal Assistant to the CEO

Artificial Intelligence

• 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.

Senior Release Engineer, AI Platform – Infrastructure

Principal Software Engineer, AI & Data Platform

Chief of Staff

Personal Assistant to the CEO

VP of AI