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Artificial Intelligence • Hardware • Machine Learning • Semiconductor
Build and own Python-based performance and power modelling frameworks for photonic AI hardware. Model concurrency, event-driven behavior, compute, memory, interconnects, and accelerator blocks; characterize AI workloads against hardware and RTL results; consume MLIR and compiler outputs; analyze simulation traces and benchmarks; validate power models; maintain CI/CD and simulation flows; and guide architecture and compiler decisions while developing future team members.
Artificial Intelligence • Hardware • Machine Learning • Semiconductor
Own the architecture, technical roadmap, design, verification, tapeout, and post-silicon bring-up of analog and mixed-signal IC blocks for a photonic AI accelerator. Lead and mentor a design team, establish methodology, manage foundry and PDK partnerships, and co-design photonic receiver interfaces and calibration systems with cross-functional teams. Communicate technical risks, schedules, and trade-offs to engineering leadership.
Artificial Intelligence • Hardware • Machine Learning • Semiconductor
Own full-custom analog and mixed-signal layout for advanced CMOS blocks, applying precision matching, parasitic mitigation, floorplanning, and physical verification techniques. Drive DRC, LVS, PEX, ESD, and latch-up sign-off through tapeout, collaborate with circuit designers on back-annotated simulations, support post-silicon debug, and mentor junior engineers.
Artificial Intelligence • Hardware • Machine Learning • Semiconductor
Design and maintain firmware, drivers, and RTOS-based control software for an AI accelerator. Lead BSP bring-up, implement deterministic RTOS tasks, debug hardware with JTAG/oscilloscope/logic capture, and establish coding standards and testing practices.
Artificial Intelligence • Hardware • Machine Learning • Semiconductor
Develop and maintain low-level firmware, drivers, and RTOS-based control software for an AI accelerator. Perform BSP bring-up, bootloader configuration, hardware debugging (JTAG/GDB/oscilloscope), write firmware tests and CI, and document interfaces while collaborating with senior engineers and hardware teams.
Artificial Intelligence • Hardware • Machine Learning • Semiconductor
Integrate and harden the Lumai Iris software stack for data-center deployments, support model onboarding and conversion, work with disaggregated prefill/decode runtimes, troubleshoot software issues in the field, enable and train customer ML and infra teams, and relay field feedback into product and engineering.
Artificial Intelligence • Hardware • Machine Learning • Semiconductor
Own technical customer engagements for Lumai's optical compute inference platform: lead deep technical discovery, scope and run benchmarks, design solutions and reference architectures, produce proposals/RFIs/RFPs, deliver demos/workshops, and feed customer requirements into product and engineering roadmaps.
Artificial Intelligence • Hardware • Machine Learning • Semiconductor
Lead integration, validation, and performance characterization of Lumai Iris server units; perform system bring-up and on-site troubleshooting in data centres; train operators and act as primary technical contact; feed deployment feedback into product and engineering.
Artificial Intelligence • Hardware • Machine Learning • Semiconductor
Lead technical customer engagements for Lumai's optical compute inference platform: run deep discovery with hyperscalers and labs, map requirements to solutions, scope and run benchmarks/POCs, produce proposals/RFP responses, deliver demos and workshops, and feed customer insights into product and engineering roadmaps.
Artificial Intelligence • Hardware • Machine Learning • Semiconductor
Lead Lumai's North American expansion by building strategic partnerships with hyperscalers, cloud providers, system integrators and data center operators. Drive go-to-market strategy, map ecosystems, represent the company at conferences, feed market insight into product and fundraising, and ultimately build and lead the regional business development team.
Artificial Intelligence • Hardware • Machine Learning • Semiconductor
Lead and own the AI application software stack architecture for an optical AI accelerator: design SDK and inference runtime, drive framework integration and model optimisation, collaborate with hardware architects, mentor a growing distributed team, hire and deliver production-quality code.



