Personal Knowledge Vault

Your Name

/your-name/

Current FocusMachine learning systems, research notes, and applied AI projects.
Vault StructureProjects · Papers · Research · CV · Personal
Email: your.email@example.comGitHub: github.com/usernameAccess: public notes plus protected personal pages
"A personal site should make your work easy to inspect, your thinking easy to revisit, and your private life actually private."

Who am I?

This site is a structured home for public work and private memory. The public side collects projects, paper notes, research ideas, and a CV. The protected side is reserved for personal pages such as calendar notes, anniversary pages, and private keepsakes.

The operating principle is simple: content should be easy to add as Markdown, easy to browse by topic or date, and cheap enough to keep online for years.

Research Highlights

Current themes and the parts of the vault that support them.

Machine Learning Systems

Implementation notes, repo walkthroughs, and systems experiments.

repo-analysisllm-servingsystems

Paper Reading

Structured notes for papers, equations, claims, and replication ideas.

kv-cacheloraefficient-training

Research Roadmaps

Open hypotheses, experimental plans, and checkpoints for future work.

research-roadmapexperiments

Personal Archive

Private memories, dates, and personal pages protected outside the public index.

privatecalendarmemories

Recent News

Recent changes and public notes across the vault.

  1. Github Deep Learn

    A local-first research repo explorer that maps code structure, equations, and study sessions.

  2. Personal Knowledge Vault

    The website itself: a low-cost archive for public work, paper notes, research logs, and protected personal pages.

  3. CacheRoute: Prefix-aware Routing for LLM Serving

    Reading note stub for routing requests in ways that improve KV-cache reuse while balancing load.

  4. CARE-LoRA and Frozen-subspace Recovery

    Reading note stub for activation memory savings and trainable low-rank adaptation.

  5. Memory-efficient Adaptation Roadmap

    A research thread for comparing LoRA variants under activation memory, quality, and implementation complexity constraints.

  6. Operating Notes for a Low-cost Personal Site

    A lightweight operating model for writing, reviewing, deploying, and protecting a personal knowledge vault.

Selected Papers

Reading notes and research references.

  1. CacheRoute: Prefix-aware Routing for LLM Serving

    Reading note stub for routing requests in ways that improve KV-cache reuse while balancing load.

  2. CARE-LoRA and Frozen-subspace Recovery

    Reading note stub for activation memory savings and trainable low-rank adaptation.