Create data quality report for incoming datasets

### Context & Motivation
Corrupted or missing fields in incoming records can break downstream pipelines. We need schema validation checks and a data quality summary.

### Definition of Done
- [ ] Schema validator checks mandatory fields and types.
- [ ] Raises descriptive errors on invalid or null records.
- [ ] Produces summary report of valid vs rejected records.