Segments
Explore AI systems by technical domain.
Each segment is a focused lane: projects, implementation notes, architecture decisions, and production patterns grouped by the kind of AI system you want to build.
Use segments when you want depth, not chronology.
Blog posts answer individual questions. Projects show complete builds. Segments connect both into a practical learning path for one technical domain.
01
Live
Document AI
Extraction, evidence, validation, PII masking, provenance, and human review for real document workflows.
- PDF-to-structured-data pipelines
- Golden record and conflict resolution
- Reviewer UI and audit trails
02
Next
Agents & RAG
Retrieval, tool use, planning, evaluations, grounding, and workflow orchestration for knowledge-heavy systems.
- Retrieval quality and context design
- Tool-calling and agent control
- Evaluation and failure handling
03
Planned
Computer Vision
Applied image and multimodal pipelines for inspection, classification, review, and visual verification.
- Image classification and detection
- Inspection workflows
- Multimodal review systems
04
Planned
Workflow Automation
Human-in-the-loop automation patterns that move AI output into practical business operations.
- Approvals and exception handling
- Claims and operations workflows
- Monitoring, handoffs, and controls