Worskill
A professional-profile and job-discovery platform designed around structured career data, deterministic matching and an AI-ready roadmap.
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Product creator / engineer
Technology
Context
Worskill is being designed as a phased product rather than an AI-first demo: start with strong profile data and deterministic job matching, then add AI where it improves parsing, normalization and recommendations.
Challenge
Make a professional profile more useful than a static CV and connect it to relevant opportunities.
Approach
Model career data including experience, education, skills and certifications.
Design a deterministic first version of job matching to keep product behavior explainable.
Plan AI as a later capability for CV parsing and skill normalization rather than as a dependency for the MVP.
Use Git-driven delivery and Cloudflare for a lightweight deployment model.
What this demonstrates
An evolving product concept that demonstrates product strategy, information architecture and disciplined use of AI.