DynamWorks

About DynamWorks

Most AI pilots work. Most never reach production. DynamWorks closes that gap. The practice of Pradeep Anand Ravindranath (PhD, MBA) — nearly two decades carrying products from idea to production across healthcare, tax, automotive and research. The technical part — architecture, scale, reliability — any experienced leader can do. The rare work is intertwining a domain's requirements with the technical design: turning a clinician's or a founder-engineer's vision into a production system without flattening the domain to fit a stack, and without letting domain enthusiasm compromise the engineering. Four ways in: • Fractional / Interim CTO — architecture, compliance posture, delivery cadence and technical guidance, owned end to end. • POC-to-Production Advisory — architecture and scale reviews, production-readiness plans, and the hard calls at the point where R&D meets production. • Applied-Research Sprint — a research-grade attack on a question nobody has answered, delivered as working code and a decision memo. • Regulated-Ready MVP — the first version built hands-on: privacy, accessibility and audit-friendliness from commit one, then a clean handoff. Scope and pricing for all four are published at dynamworks.com — no discovery call needed to learn what it costs. Recent work: fractional CTO for a live tax-compliance SaaS — 19 fragmented services consolidated into two, a 24-person team under one technical vision. A perimenopause and HRT tracking app built with a naturopathic clinic: no account, no cloud, no analytics, accessible to AX5, on the App Store and still running. An AI receptionist for the same practice. A 2005 Russian-language neuroscience thesis, translated and rebuilt on modern tooling. Not an agency, not staff augmentation, not a demo shop — one accountable expert, end to end. The standard is demonstrable, not claimed: dynamworks.com runs a 270M-parameter language model with retrieval entirely in your browser. Nothing you type leaves your device.