Ms Excel, Automation, Word, Internal Controls, Regulatory Reporting, Accounting, Powerpoint, Process Improvement, Digitalisation, AI initiatives, Financial Controls, MAS regulatory requirements, IFRS

Machine Learning, Ml, AWS, Python, Azure, Typescript, Google Cloud, Javascript, Ai, cloud platforms

simulations , causal inference , Sql, Python, Building scalable data products, AI tooling, ML based forecasting methods, a/b testing, Optimization, Statistical Modeling, experimentation, Operations Research

Data Platforms (Snowflake, SQL), Databricks, Full Stack development, GenAI Technologies, Enterprise Integration APIs, Ai, Agile Product Delivery

HR technology platforms, project management, Hris, HR data and analytics, BIPO, AI-powered HR solutions

lasers , silicon photonics , Optical devices and materials, High speed optical transceiver architecture, Optical jumpers, Optical transceivers, Manufacturing flow, Vcsel, EML, Components used in AI accelerated computing interconnects, Fiber interfaces, optical components, Passive fiber connectivity, CPO optics, Optics chain, Yield capacity, Lead time drivers, optical transmission, Optical budgets

People leadership and coaching, Metrics design and observability instrumentation for AI systems, Operating or evaluating ML LLM systems in production, LLM agent evaluation methods offline online LLM-as-judge, Leading technical teams, Understanding of RAG SQL agents autonomous agents and AI ML model lifecycles, Software ML quality, Clear written communication for gate findings and executive reporting

change management, Employee Engagement, learning development, Facilitation, organisational transformation, Stakeholder Management, familiarity with generative AI, emerging AI tools, communication, analytical mindset, digital adoption