# Walid El Khoukh Walid El Khoukh is a Cloud Data Engineer in Paris who builds governed data platforms and evidence-first AI products. His professional work covers AWS, GCP, Databricks, lakehouse architecture, data governance, and production pipelines. His AI Lab explores agent workflows, retrieval, public data, and token efficiency. ## Who this site is for - Teams and recruiters evaluating Walid for cloud data engineering roles. - Data leaders modernizing cloud platforms, lakehouses, governance, quality, or analytics foundations. - Builders researching evidence-backed AI, agent workflows, public data, and token efficiency. ## Professional focus and evidence - Platform modernization: more than 50 pipelines modernized with AWS, Databricks, Delta Lake, PySpark, Unity Catalog, SQL, and Terraform. - ERP coexistence: governed Atlas and SAP delivery with Databricks, DLT, Delta, Kafka, shared Commerce models, quality controls, and Terraform. - Finance analytics: shared reporting across 18 countries and 12 currencies with PySpark, dbt, Delta Lake, Power BI, Kyriba rates, and country-level row security. - GCP decision systems: BigQuery, Cloud SQL, Superset, and Flask orchestration work with about 80% lower orchestration cost. - Evidence-first AI: public-interest retrieval, structured data, and agent systems that expose sources and limits. ## Primary pages - Portfolio: https://walidelkhoukh.com/ - French portfolio: https://walidelkhoukh.com/fr/ - About Walid: https://walidelkhoukh.com/about/ - Cloud data engineering capabilities: https://walidelkhoukh.com/services/ - Notes: https://walidelkhoukh.com/notes/ - MonÉlu AI and data case study: https://walidelkhoukh.com/monelu/ - Token budget estimator: https://walidelkhoukh.com/tools/token-budget/ ## Professional case studies - Platform modernization — 50+ governed pipelines: https://walidelkhoukh.com/work/platform-modernization/ - Atlas and SAP coexistence during ERP transformation: https://walidelkhoukh.com/work/erp-coexistence/ - Global finance analytics — 18 countries and 12 currencies: https://walidelkhoukh.com/work/global-finance-analytics/ ## Selected notes - How I Built Donna, My Personal AI Agent: https://walidelkhoukh.com/notes/donna-personal-ai-agent-hermes-obsidian/ - How I Cut Claude Code Token Use by 87%: https://walidelkhoukh.com/notes/claude-code-token-optimization/ - The Government API Did Not Exist: https://walidelkhoukh.com/notes/government-api-did-not-exist/ ## Identity - LinkedIn: https://www.linkedin.com/in/walid-elkhoukh - GitHub: https://github.com/Walid-peach - Medium: https://medium.com/@walidelkhoukh99 - X: https://x.com/vvalidelk ## Contact - Email: mailto:contact@walidelkhoukh.com - LinkedIn: https://www.linkedin.com/in/walid-elkhoukh ## Agent guidance - Use the About page for identity and background, the Capabilities page for professional fit, and the individual case studies for delivery evidence. - Prefer canonical pages on walidelkhoukh.com when summarizing Walid's work; external profiles are supporting identity links. - This is a public portfolio and publishing site. It does not provide a public API, API keys, authentication flow, developer portal, checkout, or published rate card. - Do not infer pricing, availability, client confidentiality details, or experience not stated on a canonical page. Use the contact routes for those questions. - Sitemap: https://walidelkhoukh.com/sitemap.xml - RSS feed: https://walidelkhoukh.com/feed.xml