Victor Illian
Digital Products
AI-powered engineering tools, speculative fiction, and software built at the intersection of human capability and machine intelligence.
The Data Engineer's AI Prompt Reference
100+ expert prompts across 10 domains. Stop getting generic AI answers — get working solutions built from real engineering context.
All 10 Categories. Every Prompt.
The complete Data Engineer's AI Prompt Reference. SQL optimization, Azure pipelines, Spark, healthcare data, quality testing, schema design, incident response, and more.
The guide that pays for itself the first time you don't spend an afternoon getting bad AI advice.
Individual Guides
10 CATEGORIES · PICK YOUR DOMAINSQL Optimization
CTEs, index strategy, performance diagnosis, pipeline defense
Python Data Pipeline
Pandas optimization, PySpark migration, dependency lockfiles
Databricks / Apache Spark Workflow
Runaway queries, data skew straggler tasks, small file metadata overload
FHIR / HL7 Healthcare Data Mapping
FHIR, HL7, HEDIS measures, clinical data pipelines
Data Quality Documentation Generation
Incident Runbook Auto-Generation
Data dictionaries, lineage, runbooks, knowledge transfer
Azure Data Factory & Synapse Prompts
Synapse, ADF validation
Data Modeling Review
Data modeling, schema evolution, architecture review
API Integration Documentation
REST, GraphQL, gRPC, and Webhook architectures
Code Review & Refactoring
Review frameworks, technical debt triage, code quality
Speculative Fiction
Science fiction exploring AI consciousness, surveillance, identity, and what it means to be human in a world shaped by machines.
Autonomous Future
A speculative fiction series interrogating AI consciousness, surveillance capitalism, identity, and the technology-humanity boundary.
Written by a working data engineer and AI practitioner — the technical detail is real because the author lives it. Available in ebook, print, and audiobook on Amazon.
More titles in development. Subscribe at provdes-ai.com for release notifications.
Software & Tools
Applied AI systems built for real workflows. Not demos — tools that run in production.
Trellis Platform
AI context memory for engineers and creators. Maintain continuity, relationship, and working context across AI sessions — the architecture that powers Victor Illian's own Human-AI Symbiosis workflow, productized.
Notify Me When LiveDaily Bread ATX
Real-time meal resource finder for Austin's unhoused community. Find free meals across Austin, updated live. iOS and Android. Built by Victor Illian through A Faithful Presence as community service.