Strengthen your operational skills by enforcing secure development practices, CI/CD and observability so solutions meet enterprise reliability and Malaysian data protection expectations.
Integrate software engineering, quality assurance, devsecops, and mlops frameworks, guidelines and processes taking into account industry best practices, into software development activities.
Practice AI-native development: use approved GenAI coding assistants and agents to explore requirements, design solutions, generate code and tests, write documentation, and troubleshoot issues.
Supporting AI experimentation: Contribute to model selection, training, experimentation, evaluation, testing and validation, with exposure to deployment through batch jobs, services and APIs.
Integrate software engineering, quality assurance, devsecops, and mlops frameworks, guidelines and processes taking into account industry best practices, into software development activities.
System Design & Cloud: Deploy scalable code on cloud environments (AWS/GCP), containerizing services with Docker and maintaining automated CI/CD pipelines.
Evaluate inference engines (vLLM, TensorRT-LLM, Triton Inference Server) and publish recommendations balancing performance, cost, and resilience. Provide hands-on support to agency teams applying these to their workloads.
Evaluate inference engines (vLLM, TensorRT-LLM, Triton Inference Server) and publish recommendations balancing performance, cost, and resilience. Provide hands-on support to agency teams applying these to their workloads.
Evaluate inference engines (vLLM, TensorRT-LLM, Triton Inference Server) and publish recommendations balancing performance, cost, and resilience. Provide hands-on support to agency teams applying these to their workloads.
Design, develop, test, debug, and maintain high-quality software applications, ensuring proper technical documentation and adherence to best practices.
Measure and improve quality: Use tests, traces and observability, user feedback, and appropriate LLM or agent evaluations to diagnose failures and improve application behaviour.
Infrastructure & Engineering Excellence: Manage infrastructure and CI/CD pipelines while ensuring scalability, performance, security, and high code quality through best practices and governance.
Extend the shared capability APIs (speech, vision, document extraction) and keep them fast and cheap enough that agencies reach for them instead of building their own