What Joshna demonstrated

Built a three-part battery passport compliance package for a single cell: computed the carbon footprint from a bill of materials, split regulated fields into public / legitimate-interest / restricted passport views, and traced remaining gaps to the supplier tier that owns them. Also drafted two supplier-ready requests that specify the exact field, regulatory basis, format, and deadline needed to close the highest-priority gaps.

• Leakage-Free Compliance Modeling
• Honest Regulatory Judgment Under Ambiguity
• Supplier Gap Attribution
• Actionable Compliance Request Drafting