Selected engagements from my Upwork practice — spanning medical content review, clinical data annotation, academic writing, and healthcare AI validation.
Validated translated medical content for clinical accuracy, linguistic fidelity, and readability — reviewing Hindi medical text against source material to ensure safe, reliable patient-facing information.
Quality review of mental-health dialogue data points against detailed annotation guidelines for an Upwork enterprise client — supporting training data quality for healthcare AI models.
Verified and edited reproductive health articles for a fertility network — fact-checking clinical claims, correcting terminology, and ensuring evidence-based accuracy for public-facing content.
Long-running engagement producing detailed clinical case write-ups — structured documentation of complex cases with diagnostic reasoning and pathology correlation.
Editorial partnership for final preparation of academic manuscripts — refining structure, argumentation, and journal compliance for research papers ahead of submission.
Built curated lists of authoritative healthcare visual data sources (charts and infographics) and generated clinically sound question sets for healthcare content programmes.
Clinical accuracy review of medical presentation decks — verifying diagnostic content, references, and educational framing for professional medical audiences.
Second engagement with a returning academic client — preparing a research manuscript for publication with rigorous editorial and formatting standards.