fix: title frontmatter, terminal resume, project list sync, nginx hardening, and stylesfixes/titles-nav-typos

9 files changed, 236 insertions, 43 deletions

diff --git a/assets/favicon.svg b/assets/favicon.svg
new file mode 100644
index 0000000..0b15e21
--- /dev/null
+++ b/assets/favicon.svg
@@ -0,0 +1,4 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 32 32">
+  <rect width="32" height="32" rx="6" fill="#1a1b26"/>
+  <text x="16" y="23" font-family="'JetBrains Mono', monospace, sans-serif" font-size="20" font-weight="bold" fill="#bb9af7" text-anchor="middle">λ</text>
+</svg>
diff --git a/assets/robots.txt b/assets/robots.txt
new file mode 100644
index 0000000..c2a49f4
--- /dev/null
+++ b/assets/robots.txt
@@ -0,0 +1,2 @@
+User-agent: *
+Allow: /
diff --git a/cv/index.txt b/cv/index.txt
index 5f4b42e..efd50a9 100644
--- a/cv/index.txt
+++ b/cv/index.txt
@@ -1 +1,66 @@
-use `curl jayrup.me/cv.pdf > jayrup_cv.pdf`
+JAYRUP NAKAWALA
+London, UK | jayrupnakawala@gmail.com
+jayrup.me | github.com/CaptainJack2491 | linkedin.com/in/jayrupnakawala
+------------------------------------------------------------------------
+
+RESEARCH EXPERIENCE
+------------------------------------------------------------------------
+
+[1] Prime-Grokking: Pre-registered Grokking Study (Aug 2026 — Present)
+    git.jayrup.me/c/prime-grokking.git
+    - Tested whether minimal transformers and RNNs can grok next-prime prediction,
+      running the study like production research: every experiment batch pre-registered
+      with commit-locked interpretations before launch.
+    - Caught two experimental-design blockers via hostile pre-run review; built an
+      idempotent multi-cell sweep runner and batched the evaluation loop 46x faster.
+    - Ran a 16-cell PyTorch CUDA/AMP sweep (architecture x weight decay) on a remote GPU
+      node, then extended through 10x more data and a 20x longer horizon.
+    - Published a 3-part writeup at jayrup.me with a public, re-runnable repository.
+
+[2] Stress-Testing the J-space Interpretability Lens (Jul 2026 — Aug 2026)
+    jayrup.me/blog/jacobian-lens-frequency
+    - Independently reproduced a frontier interpretability method (Anthropic's July 2026
+      J-space/J-lens analysis) on a small PyTorch transformer and found scores track token frequency.
+    - Designed a matched-frequency control showing contextual predictability remains
+      detectable — framed and published as a control requirement for the method.
+
+[3] Dissertation: Moral Cover and Watchful Eyes (Nov 2025 — May 2026)
+    github.com/CaptainJack2491/dissertation | jayrup.me/dissertation
+    - Architected a sandboxed evaluation framework with a Virtual File System (VFS) to safely
+      execute and monitor autonomous LLM tool-use across multiple providers.
+    - Built a provider abstraction layer for glass-box reasoning extraction and post-hoc
+      interrogation to probe agent intent.
+    - Designed a 3-prong automated judging pipeline and ran 960 experimental trials.
+    - Quantified a "Stealth Gap": deceptive intent held steady (~62–67%) under high oversight
+      while output-level detectability dropped (47.8% -> 35.6%).
+
+PROJECTS
+------------------------------------------------------------------------
+
+[1] Hybrid-Cloud Research Infrastructure & Zero-Trust Mesh (Jan 2024 — Present)
+    - Operate a multi-node Linux estate (Void, Arch, Ubuntu) unified over a Tailscale/WireGuard
+      zero-trust mesh.
+    - Run 15+ containerized services via Docker Compose with automated backups, resource
+      monitoring, and an NVMe-backed storage tier.
+    - Solved CGNAT reachability using VPS forward proxies without port forwarding.
+    - Built jayrup.me on this stack: Nginx dual-interface serving (HTML vs plaintext) with a Quarto
+      pipeline rendering web and CLI docs from one Markdown source.
+
+EDUCATION
+------------------------------------------------------------------------
+
+University of East London (London, UK)
+BSc (Hons) Data Science & Artificial Intelligence — First-Class Honours (94%) (Sept 2023 — May 2026)
+Relevant Coursework: Math for Computing, Data Structures & Algorithms, Networking, Databases, Big Data, AI
+
+SKILLS
+------------------------------------------------------------------------
+
+Programming:     Python, Bash, SQL
+ML / AI:         PyTorch, Transformers, Hugging Face, llama.cpp (GGUF quant), LangChain, scikit-learn
+Infrastructure:  Docker, Docker Compose, Nginx, Caddy, Tailscale, WireGuard, Quarto
+Systems:         Linux (Arch, Void, Ubuntu), Git, rsync, Tmux, Neovim
+
+------------------------------------------------------------------------
+PDF DOWNLOAD: curl -O https://jayrup.me/cv.pdf
+------------------------------------------------------------------------
diff --git a/deploy-docker.sh b/deploy-docker.sh
index 69ccdce..f6ad4b4 100755
--- a/deploy-docker.sh
+++ b/deploy-docker.sh
@@ -51,11 +51,11 @@ docker run --rm \
     "$QUARTO_IMAGE" /render.sh
 
 # Static assets bundled in the repo
-mkdir -p public/cv
+mkdir -p public/cv public/assets
 cp cv/index.pdf public/cv.pdf
 cp cv/index.txt public/cv.txt
-cp assets/dissertation.pdf public/dissertation.pdf
-cp assets/public_key public/public_key
+cp -r assets/* public/
+cp -r assets/* public/assets/
 
 # Deploy status marker — site-visible proof of the last successful deploy
 printf 'deployed %s commit %s\n' "$(date -u +%Y-%m-%dT%H:%M:%SZ)" "$SHORT_SHA" > public/last-deploy.txt
diff --git a/deploy.sh b/deploy.sh
index 5fa8abf..9ef565c 100755
--- a/deploy.sh
+++ b/deploy.sh
@@ -36,8 +36,9 @@ cp cv/index.pdf public/cv.pdf
 cp cv/index.txt public/cv.txt
 
 # 5. Add assets (static files bundled in the repo)
-cp assets/dissertation.pdf public/dissertation.pdf
-cp assets/public_key public/public_key
+mkdir -p public/assets
+cp -r assets/* public/
+cp -r assets/* public/assets/
 
 # 6. Deploy marker
 printf 'deployed %s commit %s\n' "$(date -u +%Y-%m-%dT%H:%M:%SZ)" "$(git rev-parse --short HEAD)" > public/last-deploy.txt
diff --git a/index.qmd b/index.qmd
index d06ad06..bd12083 100644
--- a/index.qmd
+++ b/index.qmd
@@ -1,7 +1,5 @@
 ---
-format:
-  html:
-    title: "Jayrup Nakawala"
+title: "Jayrup Nakawala"
 ---
 
 JAYRUP NAKAWALA
diff --git a/nginx.conf b/nginx.conf
index d4517f5..bae90e3 100644
--- a/nginx.conf
+++ b/nginx.conf
@@ -17,6 +17,32 @@ server {
     # Don't leak nginx version on error pages / server header
     server_tokens off;
 
+    # Gzip compression
+    gzip on;
+    gzip_vary on;
+    gzip_min_length 1024;
+    gzip_proxied any;
+    gzip_types text/plain text/css text/xml application/json application/javascript application/xml+rss image/svg+xml;
+
+    # Security headers
+    add_header X-Content-Type-Options "nosniff" always;
+    add_header X-Frame-Options "SAMEORIGIN" always;
+    add_header Referrer-Policy "strict-origin-when-cross-origin" always;
+
+    # Static asset caching
+    location ~* \.(ico|css|js|gif|jpe?g|png|svg|woff2?)$ {
+        expires 30d;
+        add_header Cache-Control "public, no-transform";
+    }
+
+    # Compatibility for assets prefix
+    location = /assets/public_key {
+        try_files /public_key /assets/public_key =404;
+    }
+    location = /assets/dissertation.pdf {
+        try_files /dissertation.pdf /assets/dissertation.pdf =404;
+    }
+
     # Serve PDFs directly
     location ~* \.pdf$ {
         add_header Content-Type application/pdf;
@@ -24,13 +50,13 @@ server {
         try_files $uri =404;
     }
 
-    # /cv should point to the PDF
+    # /cv should point to the PDF or plaintext cv
     location = /cv {
-    try_files
-        /cv$final_suffix
-        /cv/index$final_suffix
-        /cv.pdf
-        =404;
+        try_files
+            /cv$final_suffix
+            /cv/index$final_suffix
+            /cv.pdf
+            =404;
     }
 
     # /dissertation serves summary page or PDF fallback
@@ -43,7 +69,6 @@ server {
             =404;
     }
 
-
     location / {
         try_files
             $uri$final_suffix
diff --git a/projects/index.qmd b/projects/index.qmd
index 9b44f24..1b54353 100644
--- a/projects/index.qmd
+++ b/projects/index.qmd
@@ -7,7 +7,37 @@ title: "Jayrup Nakawala | Projects"
 </nav>
 
 
-## [1] DECEPTIVE ALIGNMENT IN AUTONOMOUS LLM AGENTS \
+## [1] PRIME-GROKKING: PRE-REGISTERED GROKKING STUDY \
+[Git Repository](https://git.jayrup.me/c/prime-grokking.git) | [Blog Series](https://jayrup.me/blog/prime-grokking-1)
+
+Tested whether minimal transformers and RNNs can grok next-prime
+prediction, run like production research: every batch pre-registered
+with commit-locked interpretations before launch.
+
+- Built an idempotent multi-cell sweep runner, batching evaluation 46× faster.
+- Ran a 16-cell PyTorch CUDA/AMP sweep across architectures and weight decay.
+- Executed four pre-registered forensic diagnostics pinning down the exact wall to generalization.
+- Published a 3-part writeup with public, re-runnable repositories.
+
+More: curl [jayrup.me/blog/prime-grokking-1](https://jayrup.me/blog/prime-grokking-1)
+
+--------------------------------------------------
+
+## [2] STRESS-TESTING THE J-SPACE INTERPRETABILITY LENS \
+[Git Repository](https://git.jayrup.me/c/jspace-nanogpt.git) | [Full Writeup](https://jayrup.me/blog/jacobian-lens-frequency)
+
+Independent reproduction of Anthropic's July 2026 J-space/J-lens
+interpretability method on a small PyTorch transformer.
+
+- Discovered that Jacobian norms track token frequency as a primary confound.
+- Designed matched-frequency controls showing contextual predictability remains detectable.
+- Shared with the mech-interp community as a methodology control requirement.
+
+More: curl [jayrup.me/blog/jacobian-lens-frequency](https://jayrup.me/blog/jacobian-lens-frequency)
+
+--------------------------------------------------
+
+## [3] DECEPTIVE ALIGNMENT IN AUTONOMOUS LLM AGENTS \
 [GitHub](https://github.com/CaptainJack2491/dissertation) | [Full Summary](https://jayrup.me/dissertation) \
 Undergraduate Dissertation (Final Year)
 
@@ -25,35 +55,23 @@ it drives concealment. Model identity explains 60–83%
 of variance. Output monitoring underestimates intent
 by 35–46%.
 
-More: curl jayrup.me/dissertation
+More: curl [jayrup.me/dissertation](https://jayrup.me/dissertation)
 
 --------------------------------------------------
 
-## [2] SELF-HOSTED INFRASTRUCTURE
+## [4] HYBRID-CLOUD RESEARCH INFRASTRUCTURE & ZERO-TRUST MESH
 
 Personal infrastructure spanning home server and VPS,
-using Tailscale for private access and Docker Compose
-for service orchestration.
+using Tailscale/WireGuard for zero-trust private mesh access
+and Docker Compose for service orchestration.
 
-Public and private services are segmented cleanly,
-with minimal maintenance and reproducible setup.
+- Unified multi-node Linux estate (Void, Arch, Ubuntu) across homelab, GPU research node, and edge VPS.
+- Automated backups, resource monitoring, NVMe-backed storage, and VPS reverse-proxy ingress bypassing CGNAT.
 
 --------------------------------------------------
 
-## [3] THREE REWARDS SCRAPER
-
-Found the internal API used by the Three (sim company) 
-rewards website and automated collecting rewards using
-a script attached to a cron job.
-
-Worked with JWTs and jq to parse the response. First 
-used curl and jq for prototyping and then implemented 
-in python for production.
-
---------------------------------------------------
-
-## [4] THIS WEBSITE \
-[GitHub](https://github.com/CaptainJack2491/website)
+## [5] THIS WEBSITE \
+[GitHub](https://github.com/CaptainJack2491/website) | [How This Site Works](https://jayrup.me/blog/how-this-site-works)
 
 A personal website designed to be read from the
 terminal. Every page renders as both HTML and plain
@@ -67,4 +85,6 @@ terminal aesthetic.
 Stack: Quarto, nginx, Docker Compose, rsync.
 Deployed to a VPS with a single shell script.
 
+More: curl [jayrup.me/blog/how-this-site-works](https://jayrup.me/blog/how-this-site-works)
+
 --------------------------------------------------
diff --git a/terminal.css b/terminal.css
index 70da81e..b0ad23e 100644
--- a/terminal.css
+++ b/terminal.css
@@ -1,9 +1,12 @@
 :root {
   --bg-color: #1a1b26;    /* Tokyo Night style */
+  --card-bg: #24283b;
+  --border-color: #414868;
   --text-color: #a9b1d6;
   --accent-color: #7aa2f7;
   --prompt-color: #bb9af7;
-  --font-family: 'JetBrains Mono', 'Fira Code', monospace;
+  --quote-color: #cfc9c2;
+  --font-family: 'JetBrains Mono', 'Fira Code', 'Cascadia Code', 'Source Code Pro', Menlo, Monaco, Consolas, monospace;
 }
 
 body {
@@ -34,7 +37,7 @@ a:hover {
 
 /* Navbar styling to match the vibe */
 nav {
-  border-bottom: 1px solid #414868;
+  border-bottom: 1px solid var(--border-color);
   padding-bottom: 1rem;
   margin-bottom: 2rem;
 }
@@ -44,18 +47,81 @@ nav a {
   font-weight: bold;
 }
 
+/* Code & Preformatted Blocks */
+pre {
+  background-color: var(--card-bg);
+  border: 1px solid var(--border-color);
+  border-radius: 4px;
+  padding: 1rem;
+  overflow-x: auto;
+  font-family: var(--font-family);
+  font-size: 0.9rem;
+  line-height: 1.5;
+}
+
+code {
+  font-family: var(--font-family);
+  font-size: 0.9em;
+}
+
+:not(pre) > code {
+  background-color: var(--card-bg);
+  color: var(--prompt-color);
+  padding: 0.15em 0.4em;
+  border-radius: 3px;
+  border: 1px solid rgba(65, 72, 104, 0.5);
+}
+
+/* Tables */
+table {
+  border-collapse: collapse;
+  width: 100%;
+  margin: 1.5rem 0;
+  display: block;
+  overflow-x: auto;
+}
+
+th, td {
+  border: 1px solid var(--border-color);
+  padding: 0.5rem 0.75rem;
+  text-align: left;
+}
+
+th {
+  background-color: var(--card-bg);
+  color: var(--accent-color);
+  font-weight: bold;
+}
+
+tr:nth-child(even) {
+  background-color: rgba(36, 40, 59, 0.4);
+}
+
+/* Blockquotes */
+blockquote {
+  border-left: 3px solid var(--accent-color);
+  margin: 1.25rem 0;
+  padding: 0.5rem 1rem;
+  background-color: rgba(36, 40, 59, 0.3);
+  color: var(--quote-color);
+}
+
+/* Horizontal Rules */
+hr {
+  border: none;
+  border-top: 1px dashed var(--border-color);
+  margin: 2rem 0;
+}
+
 /* Minimalist container for the "Terminal" feel */
 #quarto-content {
-  border: 1px solid #414868;
+  border: 1px solid var(--border-color);
   padding: 2rem;
   border-radius: 4px;
   box-shadow: 0 10px 30px rgba(0,0,0,0.5);
 }
 
 /* Figures: constrain to the content column, keep aspect ratio, center */
-/* NOTE: with format minimal:true quarto emits .quarto-figure divs directly in
-   body — there is NO #quarto-content wrapper in the rendered HTML. Target the
-   figure classes + generic imgs, not #quarto-content. */
 .quarto-figure {
   margin: 1.5rem 0;
 }
@@ -86,3 +152,15 @@ body::before {
   pointer-events: none;
   background-size: 100% 2px, 3px 100%;
 }
+
+/* Mobile Responsiveness */
+@media (max-width: 600px) {
+  body {
+    padding: 1rem;
+  }
+  nav a {
+    margin-right: 0.75rem;
+    display: inline-block;
+    margin-bottom: 0.25rem;
+  }
+}