Update

.gitignore

@@ -4,7 +4,6 @@ resources/_gen/
 themes/base16*
 
 *.pdf
-*pt*
 
 commit-msg.txt
 .hugo_build.lock

assets/sass/main.scss

@@ -104,7 +104,7 @@ body {
   background-color: $background-color;
   color: $color;
   // line-height: 1.5;
-  line-height: 1.57;
+  line-height: 1.59;
   // font-size: 100%;
   // font-size: 15px;
   font-size: 17px;
@@ -578,7 +578,7 @@ header {// {{{
     // }
   }// }}}
   h2 {// {{{
-    color: $base-orange;
+    //color: $base-orange;
     margin-top: .5rem;
     font-size: 1em;
 
@@ -639,15 +639,25 @@ header {// {{{
       }
 
       .project-header {
-        // margin-bottom: .6em;
-        // margin-bottom: .1em;
+        display: flex;
+        align-items: baseline;
+        justify-content: space-between;
         margin-bottom: 5px;
       }
 
+      .project-date {
+        margin-left: 1em;
+      }
+
       .project-title {
-        // color: $base-blue;
-        color: black;
         display: inline;
+        margin-right: 0.5em;
+      }
+
+      .project-title span {
+        display: inline;
+        margin-left: 0.5em;
+        font-weight: normal;
       }
 
       .project-link {
@@ -709,8 +719,10 @@ header {// {{{
   }
 
   .languages {
-    // font-style: italic;
-    // font-size: .9em;
+    font-weight: normal;
+    font-style: normal;
+    margin-left: 0.5em;
+    color: $base03;
   }
 
   .institution {

content/resume/_index.md

@@ -3,81 +3,85 @@ title: "Resume"
 date: 2019-02-11T07:50:51-05:00
 draft: false
 ---
-{{% resume/section projects %}}<!--- {{{ -->
+{{% resume/section "Work Experience" %}}<!--- {{{ -->
 
-<!--- RBC AML {{{ -->
+{{% resume/work-experience name="Red Hat" 
+title="Cloud/Software Engineer Intern" languages="Kubernetes, GoLang, Jenkins" date="May 2022 — Aug 2023" %}}
 
-{{% resume/project name="AML Risk Analytics" 
-languages="Python, SQL, Tableau"  
-date="July 2025" show="true" %}}
+- **Provided Tier 1 and Tier 2 support**, resolving 
+  user-reported issues with CI/CD pipelines and Kubernetes 
+  environments, resulting in a **40% faster average response 
+  time**.
+- **Diagnosed and resolved 80% of configuration 
+  errors** in Kubernetes deployments by automating data 
+  fetching and validation, **reducing system downtime 
+  by 40%** and improving reliability for end-users.
+- **Reduced deployment-related support tickets by 66%** 
+  by developing a CLI tool to automate Kubernetes 
+  binary deployments, with documented troubleshooting 
+  procedures that cut resolution time from 45 to 15 
+  minutes.
+- **Decreased configuration error escalations by 30%** 
+  through dynamic probe defaults and created knowledge 
+  base articles enabling Tier 1 support to resolve most 
+  probe issues independently.
+- **Authored clear, user-friendly documentation** that 
+  translated complex technical processes into 
+  step-by-step guides, **accelerating onboarding by 
+  50%** and enabling non-technical stakeholders to 
+  self-serve.  
+- **Collaborated with QA and DevOps teams** to document 
+  root causes of startup failures in legacy systems, 
+  implementing dynamic probes that **cut production 
+  launch issues by 50%**.  
 
-* Built an end-to-end AML simulation using **Python**, 
-  generating **9M+ records** across customers, 
-  transactions, and alerts to mimic real-world 
-  financial behavior and suspicious activity patterns.
-* Wrote advanced **SQL (CTEs + joins)** to classify 
-  **high-risk customers**, calculate alert counts, and 
-  filter transactions over the past 90 days with 
-  aggregated metrics.
-* Engineered a **risk scoring model** in Python 
-  using transaction thresholds and alert volume to 
-  classify customers as Elevated or Critical risk.
-* Designed **interactive Tableau dashboards** (Risk 
-  Heatmap, Alert Efficiency, Risk vs. Avg Amount) to 
-  visualize cross-country AML exposure and alert 
-  effectiveness.
-- **Developed KPI-ready metrics** (alert rate, avg USD 
-  exposure, transaction volume) to drive AML 
-  performance reporting and enable cross-country risk 
-  comparisons.
-- **Normalized multi-currency transaction data** to 
-  ensure consistent exposure calculations across USD, 
-  CAD, and EUR, supporting reliable AML metric 
-  aggregation.
+{{% /resume/section %}}<!--- }}} -->
+
+{{% resume/section "Web Dev Projects" %}}<!--- {{{ -->
+
+<!--- AWS {{{ -->
+
+{{% resume/project name="AWS Server"
+url="https://kevin-mok.com/server/" languages="AWS, Kubernetes, Docker, Terraform" date="May 2024" show="true" %}}
+
+- **Deployed and maintained multiple web applications** 
+  using **Docker Compose** on **AWS EC2 Debian/Linux servers**, 
+  ensuring consistent environments for applications handling 
+  **over 2,000+ monthly requests**.
+- **Built a uptime monitoring system** by writing a 
+  JavaScript script and setting up a systemd 
+  service/timer to check and display page uptime, 
+  **ensuring near real-time monitoring and reducing downtime 
+  time by 95%**.
+- **Automated AWS infrastructure provisioning** by writing 
+  **Terraform** files to deploy AWS EC2 instances and Docker 
+  containers, **accelerating deployment times by 80%** and 
+  providing an easily reproducible infrastructure setup.
+- **Improved web application accessibility** by 
+  configuring **AWS Route 53**’s DNS and **NGINX** to route 
+  subdomains to individual web apps, **enabling seamless 
+  navigation between apps**.
 
 {{% /resume/project %}}
 
-<!--- RBC AML }}} -->
-
-<!--- Spotify Visualized {{{ -->
-
-{{% resume/project name="Spotify Visualized" 
-url="https://github.com/Kevin-Mok/astronofty" languages="Python, Django" date="June 2023" 
-show="true" %}}
-
-- **Built a high-performance Python backend** using 
-  Django and PostgreSQL to process 10K+ data records 
-  per user, optimizing ingestion pipelines via API 
-  integration and ORM modeling.
-- **Engineered normalized database schemas** to 
-  streamline query workflows, achieving a **50% 
-  reduction in PostgreSQL latency** for high-volume 
-  reporting tasks.
-- **Visualized user music libraries in Tableau**, 
-  creating dashboards that grouped tracks by **artist 
-  and genre**, enabling users to explore listening 
-  patterns and discover trends in their Spotify data.
-
-{{% /resume/project %}}
-
-<!--- Spotify Visualized }}} -->
+<!--- AWS }}} -->
 
 <!--- Rarity Surf {{{ -->
 
 {{% resume/project name="Rarity Surf" 
-languages="Python, Django, JavaScript, React"  
-date="Oct 2022" show="true" %}}
+languages="TypeScript, JavaScript, Node.js, React"  
+date="March 2025" show="true" %}}
 
-- **Built a full-stack reporting tool** using React, 
-  Django, and **PostgreSQL** to analyze 
-  structured/unstructured metadata from APIs, enabling 
-  real-time rarity scoring and improving insight 
-  delivery by **80%**.
-- **Optimized SQL query performance** within a 
-  Django-based pipeline, processing NFT ranking data at 
-  scale and exposing results via GraphQL with 
-  **low-latency response times under high concurrency 
-  (2,000+ queries)**.
+- **Provided direct user support** for a live NFT analytics 
+  platform, resolving front-end filtering bugs and API 
+  integration issues in real-time.
+- **Developed a full-stack web application with PostgreSQL database** to analyze NFT rarity rankings, increasing market research efficiency by 80%.
+- **Translated user requests into technical features**, implementing real-time PostgreSQL-powered filters that improved usability for non-technical traders.
+- **Debugged and optimized API performance** under 
+  load, reducing latency by 50% and enabling **3,000+ 
+  concurrent users** to filter NFT data 
+  seamlessly, addressing real-time customer usability 
+  issues.
 
 {{% /resume/project %}}
 
@@ -85,46 +89,25 @@ date="Oct 2022" show="true" %}}
 
 {{% /resume/section %}}<!--- }}} -->
 
-{{% resume/section "Work Experience" %}}<!--- {{{ -->
-
-{{% resume/work-experience name="Red Hat" 
-title="Cloud/Software Engineer Intern" languages="Kubernetes, GoLang, Jenkins" date="May 2022 - Aug 2023" %}}
-
-- **Decreased manual configuration errors by 80%** by 
-  automating service discovery and dynamic config 
-  updates, aligning with AML goals of minimizing 
-  operational risk and improving data integrity.
-- **Enhanced CI pipeline reproducibility and 
-  performance** by rewriting the Jenkins nightly 
-  pipeline to support automated PR-level testing with 
-  reusable parameters, improving report consistency 
-  across environments.
-- **Collaborated cross-functionally** with developers 
-  and testers to maintain reliable infrastructure, 
-  echoing the AML role's emphasis on stakeholder 
-  partnership for building robust reporting systems.
-- **Improved system reliability** during production 
-  launches by implementing startup probes for legacy 
-  services, reducing downtime and enhancing stability 
-  for automated monitoring/reporting pipelines.
-- **Reduced reporting deployment time by 66%** by 
-  building a CLI-based solution to push compiled 
-  binaries directly into Kubernetes/Openshift clusters, 
-  accelerating turnaround for testing and data 
-  validation workflows.
-
-{{% /resume/section %}}<!--- }}} -->
-
 {{% resume/section skills %}}<!--- {{{ -->
 
-**Python**, **SQL**, **PostgreSQL**, **Tableau**, **MongoDB**, **JavaScript**, Django, **React**, Bash, **Git**, **Linux**, **Command Line**, Go(Lang), AWS, Kubernetes, Terraform, Docker (Compose), Jenkins, Groovy, Solidity, C  
+- **IT Support Skills**: Tier 1/2 Troubleshooting, Incident 
+  Response, Jira, Microsoft 365, VPN, Log Analysis, Knowledge Base Writing, Root Cause 
+  Investigation 
+- **Customer Support**: Cross-team Collaboration, 
+  Communication, User Training, Documentation
+- **Programming Languages**: Python, Go, JavaScript, 
+  TypeScript
+- **Web Development**: AWS, PostgreSQL, Linux, React, Django
 
 {{% /resume/section %}}<!--- }}} -->
 
 {{% resume/section education %}}<!--- {{{ -->
 
 {{% resume/education name="University of Toronto (St. George)"
-title="Computer Science Specialist - 3.84 GPA (CS). Graduated with High Distinction." date="2019 - 2024" %}}
+title="Computer Science Specialist — 3.84 GPA (CS). Graduated with High Distinction." date="2019 — 2024" %}}
+
+- **Relevant Coursework**: Computer Networking, Databases, Operating Systems
 
 {{% /resume/section %}}<!--- }}} -->
 

content/resume/notes.md

@@ -0,0 +1,39 @@
+# ME Sniper
+write me a resume section similar to this (just a bit longer) for a web dev resume based on the points after with made up statistics
+
+## Old
+- **Developed a full-stack web application** to generate rarity 
+  rankings for NFT's integrated with leading NFT 
+  marketplace's (OpenSea) API, 
+  enabling users to **quickly identify rare NFT's** and check 
+  their listing status, **improving market research efficiency by 80%**.
+- **Architected a robust Django (Python) [backend](https://github.com/Kevin-Mok/rarity-surf)** to fetch and process 
+  NFT metadata from IPFS, store rarity rankings in 
+  **PostgreSQL**, and serve the data via GraphQL API, **ensuring low-latency access and scaling to handle 2,000+ concurrent requests**.
+- **Developed a dynamic React (Javascript) 
+  [frontend](https://github.com/Kevin-Mok/rarity-surf-frontend)** using hooks to load 
+  rarity data in real-time, styled with Tailwind for 
+  mobile responsiveness, **improving user experience 
+  and reducing frontend load times by 70%**.
+
+## New
+- Developed a full-stack web application to generate rarity rankings for NFT’s integrated with leading NFT marketplace’s (Magic 
+  Eden) API, enabling users to quickly identify rare NFT’s and check their listing status, improving market research efficiency by 80%.
+- fetch metadata from either IPFS or website in parallel processes to create rarity 
+  rankings as soon as metadata revealed
+- reverse engineered algorithm for rarity rankings for NFT's based on article from 
+  marketplace about their in-house statistical rarity 
+  ranking
+- created Prisma schema for PostgreSQL for database to store NFT data
+- Node.js backend with API endpoints to return NFT's based 
+  on max rank/price along with rarest traits
+  - lowest prices for rarity percentile to see if good deal
+- fetch all listings from leading marketplace (Magic Eden) to be 
+  able to identify which rare NFT's are on sale and be able 
+  to filter based on max price/filter
+- store previous sales data to check whether a buy at rarity 
+  percentile is a good deal
+- React FE to dynamically load NFT's based on rarity 
+  rank/price filter with ability to hide seen ones
+- Discord bot to notify you when customizable profitable resale 
+  opportunity comes up based on rarity level/price

content/resume/old.md

@@ -52,6 +52,41 @@ date="Oct 2021" show="true" %}}
 
 <!--- Rarity Surf }}} -->
 
+<!--- Rarity Surf {{{ -->
+
+{{% resume/project name="Rarity Surf (2)" 
+languages="Typescript, Node.js, React"  
+date="" show="true" %}}
+
+- **Developed a full-stack web application** to generate 
+  rarity rankings for NFT's, integrating with **leading 
+  marketplace’s API** to enable users to quickly identify 
+  rare NFT's and check their listing status, **improving 
+  market research efficiency by 80%**.
+- **Built a scalable Node.js backend** with REST API 
+  endpoints to return NFTs based on customizable filters 
+  such as max rank, price, and rarest traits. **Optimized 
+  performance** to handle **3,000+ concurrent requests** by 
+  implementing efficient data fetching and caching 
+  mechanisms, ensuring low-latency access to NFT data.
+- **Developed a dynamic React frontend** to load and display 
+  NFT's in real-time based on user-defined filters to
+  streamline browsing. Styled the interface using **Tailwind 
+  CSS** for a responsive and modern design, **reducing 
+  frontend load times by 50%**.  
+- **Developed a Discord bot** to notify users of profitable 
+  resale opportunities by leveraging historical sales data 
+  to assess deal quality. This feature **increased user 
+  engagement by 80%** and provided a seamless way for users 
+  to stay updated on market opportunities.  
+- Designed and implemented a **PostgreSQL schema** for to 
+  efficiently store NFT data, including metadata, rarity 
+  scores, and historical sales data.  
+
+{{% /resume/project %}}
+
+<!--- Rarity Surf }}} -->
+
 <!--- Astronofty {{{ -->
 
 {{% resume/project name="Astronofty" 
@@ -142,7 +177,6 @@ url="https://kevin-mok.com/server/" languages="AWS, Kubernetes, Docker, Terrafor
 
 <!--- AWS 3 }}} -->
 
-
 <!--- Astronofty (extended) {{{ -->
 
 {{% resume/project name="Astronofty" 

layouts/shortcodes/resume/project.html

@@ -2,9 +2,8 @@
   <div class="row project-header">
     <div class="col-8 text-left">
         <h2 class="project-title">
-          {{ .Get "name" }}
+          {{ .Get "name" }} <span class="languages">&lt;{{ .Get "languages" }}&gt;</span>
         </h2>
-        <span><{{ .Get "languages" }}></span>
     </div>
     <div class="col-4 text-right date">{{ .Get "date" }}</div>
   </div>