Services
Three focused service lines. Each built around a specific problem and a specific audience. No generic AI consulting.
AI for Technical Documentation
For engineering companies, industrial operators, and any organization where critical knowledge is buried in documents, procedures, and manuals that nobody can search efficiently.
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Technical Document AI
Custom AI assistants that let your teams query internal documentation in natural language. Built on RAG architecture with your actual documents, your terminology, and your operational context.
For: industrial operations, engineering teams, energy companies
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RAG for Engineering
End-to-end design and implementation of Retrieval-Augmented Generation systems for complex technical corpora. From document ingestion and chunking to vector search, API integration, and deployment.
For: organizations with large technical document libraries
AI for Personal Finance
For individuals and small teams who want to stop doing repetitive financial work manually — and get real visibility into their numbers.
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Finance Automation AI
AI agents for expense classification, transaction categorization, budget reporting, and financial pattern analysis. Connects to your existing data sources and runs without manual intervention.
For: individuals, small businesses, finance-conscious teams
Blockchain & Tokenization
For teams evaluating, designing, or building on blockchain infrastructure — who need a technical counterpart with hands-on DeFi and smart contract experience.
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Tokenization Strategy
Advisory on tokenization architecture, digital asset strategy, and blockchain infrastructure decisions. Includes technical review of smart contract designs and protocol choices.
For: projects exploring tokenization, digital assets, or decentralized systems
How I work
- Discovery call — 30 minutes to understand your problem and whether I can help
- Scoping — I define deliverables, timeline, and approach
- Implementation — I build, you stay informed with weekly updates
- Handoff — Full documentation, training if needed, clean handoff
Engagements run as fixed-scope projects or retainers depending on the work.