Sql, Git, Docker, RESTful API development, Kubernetes, prompt optimization strategies, harness engineering, data science modelling, vector databases, web frameworks, Generative AI techniques, embedding techniques, full-stack development, LLM concepts, context engineering techniques, AI agent frameworks

Deep Research agents, Tool-use architectures, Agent harness engineering, Reasoning-based agent design, MCP Model Context Protocol, Agent execution orchestration systems, Transformers, RAG, Multi-agent architectures, Autonomous agent workflows, Complex research workflows, ReAct agents

production development , Debugging, Python Programming, Testing, Version Control, Apis, Databases, LLM applications, function calling, root-cause analysis, tool calling, prompting, structured outputs, AI agents, RAG, model evaluation, workflow orchestration, context management

Web Application Development, Orchestration, Data Science, Database Design, Agentic AI frameworks, AI techniques, Agile delivery methodologies, containerisation, cloud computing platforms, automated build test and deployment pipelines

Java, Python, ASR speech technologies, Transformer, Prompt engineering, workflow orchestration, Conformer, Deep Learning architectures, MNN, ONNX, ONNXRuntime, NCNN, RNN-T, large-model API integration, TFLite, RAG, BERT, LLM frameworks