Systems & Projects
Production-deployed systems across AI, industrial automation, IoT, and data engineering. Each entry documents the problem, architecture, and outcome.
Pharmaceutical packaging lines require verification of printed batch numbers and expiration dates to ensure human readability and regulatory compliance. Manual inspection is slow, error-prone, and does not scale to line …
Enterprise HR teams process thousands of CVs manually per hiring cycle. This is slow, inconsistent, and subject to unconscious bias. Structured evaluation criteria are rarely applied consistently across reviewers.
Most clinics operate with disconnected tools across front desk, clinical care, diagnostics, pharmacy, billing, HR, and operations. This causes slow handoffs, duplicated data entry, weak traceability, and poor visibility for …