Back to ProjectsCommunity Dreams Foundation | Dec 2025 - May 2026RenewSight-AI Predictive Analytics Platform
Applied AI Projects
Technical Project ManagerPythonModel ValidationDecision DashboardsPower BIJira Problem / Opportunity
Stakeholders needed reliable predictive insights and decision support with clear assumptions, measurable impact, and delivery governance.
Approach
- Structured delivery around data pipeline readiness, model workflow checkpoints, and recommendation output validation.
- Introduced evaluation criteria and release readiness gates before sharing outputs beyond the team.
- Built dashboard reporting to translate system performance into stakeholder-relevant signals.
My Contribution
- Owned planning, scope alignment, and execution governance across cross-functional contributors.
- Defined architecture collaboration points across data, model, and recommendation components.
- Established reporting rhythm and delivery controls for stakeholder communication.
Deliverables
- Platform delivery plan and milestone cadence
- Validation checkpoints and evaluation criteria
- Stakeholder dashboards and reporting framework
Outcomes
- Improved execution clarity through milestone-based delivery governance.
- Strengthened stakeholder visibility with dashboard-based reporting and measurable signals.
- Aligned AI workflow delivery to deployment readiness and operational impact tracking.
Artifacts
- Architecture alignment notes
- Validation checklist and release readiness gates
- Dashboard reporting pack