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Designed and iterated operational agent workflows, multi-agent handoffs and specialist agents.
TOOLCHAIN / DEMONSTRATED PRACTICE
AI tools and workflow engineering skills.
A capability-led explorer connecting AI platforms, programming, validation and enterprise systems to practical engineering work.
Claude
AI-assisted analysis, coding and systems design.
ChatGPT / OpenAI
Reasoning, structured drafting and development support.
Python
Financial automation, data processing and tooling.
SQL
Reconciliation and investigation queries.
JSON / YAML
Structured contracts and configuration.
HTML / CSS / JavaScript
Web experience and interactive portfolio development.
pandas / openpyxl
Tabular transformation and spreadsheet automation.
pytest / Pydantic
Testing and structured validation.
PyMuPDF / python-docx
Document processing and generation.
Salesforce
Commercial context and pricing investigation.
Zendesk / Slack
Case evidence, support context and workflow coordination.
Google Workspace
Document and spreadsheet operations.
AKAI and the Three Musketeers
At Deel, I developed the ATHOS, PORTHOS and ARAMIS workflows and collaborated with Phil Limmer, the head of AKAI engineering. The portfolio presents this as technical collaboration, not a personal endorsement.
Discuss your next project.
Define the problem, assess the opportunities and plan a practical route to an applied AI or automation solution.