As an ITAO(IT Aplication Owner)-Delegate ? i.e. technical application owner ?, I was responsible for all matters related to an electronic messaging environment called MQ Gateway that consisted of the Websphere MQ application running on a AIX clustered environment. I also took on the responsibility for all AIX related matters in the EMEA region. Besides Business as Usual (Tickets and Changes), activities also includes some long and short term projects:
Responsible for all matters related to Oracle SPARC/Solaris technologies. Lead of a small Solaris team of 2 local senior resources (each having more than 20 years experience) and several remote outsourced team members. Besides Business as Usual (Tickets and Changes), activities also includes some long and short term projects:
Other key responsibilities:
Responsible for all matters related to IBM POWER/AIX technologies. Worked in a 2 man local team and 2 outsourced resources. Besides Business as Usual (Tickets and Changes), activities also included some long and short term projects:
Other key responsibilities:
MCP (Model Context Protocol):
built two servers for desktop applications; tool schemas, error-code tables, agent guides, versioned releases
AI Development Environments:
customized Claude Code, Codex CLI and Cursor; hooks, commands, skills, rules, validation pipelines,
Agent Workflows:
multi-agent orchestration; parallel subagent waves; dual-model cross-checks resolved against evidence. Model Agnostic
Agent Harness:
YAML state files; checkpoint/resume; session reconstruction; required evidence before sign-off; quota/usage-aware scheduling hooks Harness config files customization.
Memory and Context:
indexed memory files; embeddings-based semantic search across 1,100+ documents; context-window circuit breakers; state recovery after compaction. RAG + BM25(Keyword), Vector(semantic) and Graph
Reliability and Model Evolution:
playbooks for fabrication, context loss and goal drift; fresh-context verifier agents; benchmarks for fabricated outputs; workflows adapted across Claude and GPT generations and rollouts
Data and Output QA:
bit-exact parity; tolerance tables; statistical tests; 894-test suite for an AI assistant
Cloud
Linux
Oracle Solaris
Other Skills and Competences
Banking
Telco
Pharma
Forestry
As an ITAO(IT Aplication Owner)-Delegate ? i.e. technical application owner ?, I was responsible for all matters related to an electronic messaging environment called MQ Gateway that consisted of the Websphere MQ application running on a AIX clustered environment. I also took on the responsibility for all AIX related matters in the EMEA region. Besides Business as Usual (Tickets and Changes), activities also includes some long and short term projects:
Responsible for all matters related to Oracle SPARC/Solaris technologies. Lead of a small Solaris team of 2 local senior resources (each having more than 20 years experience) and several remote outsourced team members. Besides Business as Usual (Tickets and Changes), activities also includes some long and short term projects:
Other key responsibilities:
Responsible for all matters related to IBM POWER/AIX technologies. Worked in a 2 man local team and 2 outsourced resources. Besides Business as Usual (Tickets and Changes), activities also included some long and short term projects:
Other key responsibilities:
MCP (Model Context Protocol):
built two servers for desktop applications; tool schemas, error-code tables, agent guides, versioned releases
AI Development Environments:
customized Claude Code, Codex CLI and Cursor; hooks, commands, skills, rules, validation pipelines,
Agent Workflows:
multi-agent orchestration; parallel subagent waves; dual-model cross-checks resolved against evidence. Model Agnostic
Agent Harness:
YAML state files; checkpoint/resume; session reconstruction; required evidence before sign-off; quota/usage-aware scheduling hooks Harness config files customization.
Memory and Context:
indexed memory files; embeddings-based semantic search across 1,100+ documents; context-window circuit breakers; state recovery after compaction. RAG + BM25(Keyword), Vector(semantic) and Graph
Reliability and Model Evolution:
playbooks for fabrication, context loss and goal drift; fresh-context verifier agents; benchmarks for fabricated outputs; workflows adapted across Claude and GPT generations and rollouts
Data and Output QA:
bit-exact parity; tolerance tables; statistical tests; 894-test suite for an AI assistant
Cloud
Linux
Oracle Solaris
Other Skills and Competences
Banking
Telco
Pharma
Forestry