I work on AI integrations, data pipelines and reporting when a team needs implementation or production support.
Your team has an assistant prototype and needs it to work with existing records and tools.
I connect the assistant to the agreed records and tools, and test it against the task it needs to perform.
AI integration and experience →Failed jobs or upstream changes leave consumers waiting for data and engineers tracing the failure.
I trace the failure, fix it and add checks for the affected pipeline.
Data-platform experience →Two reports disagree because they count different events, time periods or records.
I reconcile the reports, document what each metric counts and configure refresh and access.
Reporting services →Your learners need practice with Python, data analysis or cloud systems.
A course or workshop with exercises and assessment criteria.
Teaching experience and workshops →An architecture session can establish the problem and the work needed. I agree access and deliverables with you, work hourly or against agreed milestones, and document the handover.
Discuss your system