Blog
Insights on careers, hiring, and building your professional identity.
5 articles
Dynamic AWS‑Serverless JSON‑LD Generation for GDPR‑Compliant Job Listings
Overview I use JSON‑LD to embed structured data directly in job‑listing pages, boosting search visibility and providing the algorithmic transparency required by
bias_guardrail.py
Designing Real‑Time Safety and Bias Guardrails for Generative AI Career Advisors to Meet UK Online Safety Act and DSA Requirements - Real‑time guardrails must c
Ensuring GDPR-Compliant, Serverless AI Personalization for a One-Million-User Career Platform amidst the EU DSA and UK Online Safety Act Rollout
Scaling a career platform to one million users is a milestone of growth; doing so while implementing AI-driven personalization under the scrutiny of the EU Digi
Optimizing Environment Variable Management for Generative AI: Secret Rotation & Low‑Latency Injection in Serverless AWS
--- Overview Managing secrets for generative AI models—API keys, encryption tokens, and model endpoints—must satisfy two competing demands: security (automatic
Automating GDPR-Compliant Resume Keyword Extraction with LLM-Powered Python Pipelines on AWS Serverless Architecture
--- Context & Architecture From a product leadership perspective, automating the extraction of professional skills from resumes isn't a challenge of "prompting,