Embed accessibility and banking constraints from the start: WCAG 2.2 AA, keyboard and screen-reader support, contrast, localization, RTL, and locale-specific currency, date, and number formats.
Develop labeling systems that support dataset segmentation, coverage analysis, quality filtering, training-data mixtures, and model performance attribution.
Project follow up: provide the technical specification, clarification with subcontractor through the matrix of compliance, planning, monthly report, technical and contractual follow up of the project
Hands-on Technical Leadership: Stay technically involved and step in when needed to write code, debug issues, review architecture and resolve complex engineering problems.