Mukhayyar Wiki¶
"The wiki is a persistent, compounding artifact." — Karpathy, LLM Wiki
Personal knowledge base for Muhammad Tsaqif Mukhayyar. Maintained by Ductor (AI assistant). The LLM writes, the human reads.
What this is¶
This wiki follows the Karpathy LLM Wiki pattern — instead of re-deriving knowledge from raw sources on every query, the LLM compiles and maintains structured pages that compound over time.
Three layers:
- Raw sources — articles, papers, data (immutable, human-curated)
- Wiki pages — synthesized, cross-referenced markdown (LLM-maintained)
- Schema — conventions and ingestion rules (this site's structure)
Quick navigation¶
| Area | What's inside |
|---|---|
| Projects | PKM Explorer, PasarWatch, KAIT 2026, Ductor |
| Research | LLM Wiki, Edge AI, papers |
| Markets | IHSG strategy, watchlist, signals |
| Tools | Stack, libraries, infrastructure |
| Log | Activity history |
Profile¶
- Role: ML Engineer / Backend Engineer
- Location: Tokyo (JST), hometown Jakarta
- Expertise: Edge AI, object detection (YOLO), MLOps, backend systems
- Stack: Python, PyTorch, ONNX, NCNN, OpenCV, FastAPI, React/TypeScript
- Research: PENS-KAIT 2026 collab with Kanagawa Institute of Technology
Last updated by Ductor. To ingest new content, send to Ductor: "wiki ingest [URL or paste]".