operational readiness , Linux, Bash, Incident Management, Automation, Python, Process improvement, Service patching, Operational tooling, AIOps

snowflake , Machine Learning, Nlp, MLops, Gcp, Azure, Python, AWS, GenAI, LLMs, Data Visualization Tools, AI Solutions, Statistical Techniques

Distributed Systems, Saml, Kafka, Json, Multithreading, Microservices, Concurrency, Oauth, Java, Hibernate, Graphql, Jwt, Soap, Hazelcast, Redis, Spring, Api Development, Memcached, Rabbitmq, REST, Xml, Event-Driven Design, Service Mesh, GRPC, Event Sourcing, Distributed Consensus, AI-First Engineering, JVM Tuning, Performance Optimization, Eventual Consistency, Saga, CQRS, Spring WebFlux, Pulsar

Incident response including major incident response leadership, Programming or scripting PHP Python Javascript, Digital forensics tools and techniques, Cyber defense frameworks NIST ISO CIS, Automation platforms SOAR, SIEM tools Splunk Sentinel

process mining , Ibm Watson, MLops, MCP, value-led prioritisation frameworks, Business Process Mapping, AI governance, Claude, Gemini, Cloud API-first, Azure AI Copilot, GenAI architecture, cloud AI platforms, Amazon Bedrock, Responsible AI frameworks, AI architecture, multi-agent orchestration, observability, RAG, LLM architecture, AI agent architecture, Google Vertex AI, prompt engineering, DataRobot

threat modeling , DAST, cloud security, Bash, Microservices, Jenkins, Web Apps, Gcp, Gitlab, Azure, Kubernetes, Scripting, Python, AWS, cloud platforms, red-team operations, STRIDE, GitHub Actions, SCA, GraphQL APIs, PASTA, SAST, manual penetration testing

attribution , experimentation, Performance marketing, Analytics instrumentation, Conversion-rate optimisation, AI-native workflows, Paid acquisition, Lifecycle messaging

Devops Tools, microservice architecture, observability tools