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rbc-aml
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resume-web
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.gitignore
vendored
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.gitignore
vendored
@@ -4,7 +4,7 @@ resources/_gen/
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themes/base16*
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themes/base16*
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*.pdf
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*.pdf
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*pt*
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*t.md
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commit-msg.txt
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commit-msg.txt
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.hugo_build.lock
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.hugo_build.lock
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@@ -578,7 +578,7 @@ header {// {{{
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// }
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// }
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}// }}}
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}// }}}
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h2 {// {{{
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h2 {// {{{
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color: $base-orange;
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//color: $base-orange;
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margin-top: .5rem;
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font-size: 1em;
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@@ -639,15 +639,25 @@ header {// {{{
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}
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}
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.project-header {
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.project-header {
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// margin-bottom: .6em;
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display: flex;
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// margin-bottom: .1em;
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align-items: baseline;
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justify-content: space-between;
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margin-bottom: 5px;
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margin-bottom: 5px;
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}
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}
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.project-date {
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margin-left: 1em;
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}
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.project-title {
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.project-title {
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// color: $base-blue;
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color: black;
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display: inline;
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display: inline;
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margin-right: 0.5em;
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}
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.project-title span {
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display: inline;
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margin-left: 0.5em;
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font-weight: normal;
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}
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}
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.project-link {
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.project-link {
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@@ -709,8 +719,10 @@ header {// {{{
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}
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}
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.languages {
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.languages {
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// font-style: italic;
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font-weight: normal;
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// font-size: .9em;
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font-style: normal;
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margin-left: 0.5em;
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color: $base03;
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}
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}
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.institution {
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.institution {
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@@ -3,128 +3,119 @@ title: "Resume"
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date: 2019-02-11T07:50:51-05:00
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date: 2019-02-11T07:50:51-05:00
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draft: false
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draft: false
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||||||
---
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---
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||||||
{{% resume/section projects %}}<!--- {{{ -->
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{{% resume/section "Web Dev Projects" %}}<!--- {{{ -->
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||||||
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|
||||||
<!--- RBC AML {{{ -->
|
|
||||||
|
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||||||
{{% resume/project name="AML Risk Analytics"
|
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||||||
languages="Python, SQL, Tableau"
|
|
||||||
date="July 2025" show="true" %}}
|
|
||||||
|
|
||||||
* 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/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 }}} -->
|
|
||||||
|
|
||||||
<!--- Rarity Surf {{{ -->
|
<!--- Rarity Surf {{{ -->
|
||||||
|
|
||||||
{{% resume/project name="Rarity Surf"
|
{{% resume/project name="Rarity Surf"
|
||||||
languages="Python, Django, JavaScript, React"
|
languages="TypeScript, JavaScript, Node.js, React"
|
||||||
date="Oct 2022" show="true" %}}
|
date="March 2025" show="true" %}}
|
||||||
|
|
||||||
- **Built a full-stack reporting tool** using React,
|
- **Developed a full-stack web application
|
||||||
Django, and **PostgreSQL** to analyze
|
(TypeScript/JavaScript)** to generate
|
||||||
structured/unstructured metadata from APIs, enabling
|
rarity rankings for NFT's, integrating with **leading
|
||||||
real-time rarity scoring and improving insight
|
marketplace's API** to enable users to quickly identify
|
||||||
delivery by **80%**.
|
rare NFT's and check their listing status, **improving
|
||||||
- **Optimized SQL query performance** within a
|
market research efficiency by 80%**.
|
||||||
Django-based pipeline, processing NFT ranking data at
|
- **Built a scalable [Node.js backend](https://github.com/Rarity-Surf/ME-sniper-backend)** with REST API
|
||||||
scale and exposing results via GraphQL with
|
endpoints to return NFTs based on customizable filters
|
||||||
**low-latency response times under high concurrency
|
such as max rank, price, and rarest traits. **Optimized
|
||||||
(2,000+ queries)**.
|
performance** to handle **3,000+ concurrent requests** by
|
||||||
|
implementing efficient data fetching and caching
|
||||||
|
mechanisms using **PostgreSQL** , ensuring low-latency
|
||||||
|
access to NFT data.
|
||||||
|
- **Built a dynamic [React frontend](https://github.com/Rarity-Surf/ME-sniper-frontend) (TypeScript/JavaScript)** to load and display NFTs in real-time with user-defined filters. Styled
|
||||||
|
using a mobile-responsive library, **reducing load times by 50%**.
|
||||||
|
- **Developed a [Discord bot](https://github.com/Rarity-Surf/ME-sniper-discord-bot) (TypeScript/JavaScript/Node.js)** 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.
|
||||||
|
|
||||||
{{% /resume/project %}}
|
{{% /resume/project %}}
|
||||||
|
|
||||||
<!--- Rarity Surf }}} -->
|
<!--- Rarity Surf }}} -->
|
||||||
|
|
||||||
{{% /resume/section %}}<!--- }}} -->
|
<!--- {{{ Kanban -->
|
||||||
|
|
||||||
|
{{% resume/project name="Kanban Calendar"
|
||||||
|
url="https://github.com/Kevin-Mok/astronofty"
|
||||||
|
languages="TypeScript, JavaScript, React, Next.js" date="Mar 2024"
|
||||||
|
show="true" %}}
|
||||||
|
|
||||||
|
- **Developed a [responsive calendar Kanban
|
||||||
|
board](https://kanban-calendar-lake.vercel.app/)
|
||||||
|
using Next.js, TypeScript, and Tailwind CSS**,
|
||||||
|
featuring draggable events, smooth card-to-detail
|
||||||
|
transitions week/day views optimized for both desktop
|
||||||
|
and mobile.
|
||||||
|
- **Engineered intuitive navigation and cross-device
|
||||||
|
interactivity**, implementing swipe gestures,
|
||||||
|
infinite horizontal scrolling (mobile), and arrow
|
||||||
|
controls (desktop) while resolving challenges like
|
||||||
|
drag-and-drop consistency and responsive layout
|
||||||
|
transitions.
|
||||||
|
|
||||||
|
{{% /resume/project %}}
|
||||||
|
|
||||||
|
<!--- }}} Kanban -->
|
||||||
|
|
||||||
|
<!--- Astronofty {{{ -->
|
||||||
|
|
||||||
|
{{% resume/project name="Astronofty"
|
||||||
|
url="https://github.com/Kevin-Mok/astronofty"
|
||||||
|
languages="JavaScript, React, Solidity" date="Jan 2023"
|
||||||
|
show="true" %}}
|
||||||
|
|
||||||
|
- **Secured [2nd place](https://devpost.com/software/astronofty) overall out of 150+ teams** at UofTHacks
|
||||||
|
X, a 36-hour hackathon, for developing a blockchain-based
|
||||||
|
NFT marketplace app.
|
||||||
|
- **Built and optimized React (JavaScript) [components](https://github.com/Kevin-Mok/astronofty/tree/main/src/components)** to synchronously
|
||||||
|
upload images and metadata to IPFS, **enhancing user engagement by 80%** during the demo.
|
||||||
|
|
||||||
|
{{% /resume/project %}}
|
||||||
|
|
||||||
|
<!--- Astronofty }}} -->
|
||||||
|
|
||||||
{{% resume/section "Work Experience" %}}<!--- {{{ -->
|
{{% resume/section "Work Experience" %}}<!--- {{{ -->
|
||||||
|
|
||||||
{{% resume/work-experience name="Red Hat"
|
{{% resume/work-experience name="Red Hat"
|
||||||
title="Cloud/Software Engineer Intern" languages="Kubernetes, GoLang, Jenkins" date="May 2022 - Aug 2023" %}}
|
title="Cloud/Software Engineer Intern" languages="Kubernetes, GoLang, Jenkins" date="May 2022 — Aug 2023" %}}
|
||||||
|
|
||||||
- **Decreased manual configuration errors by 80%** by
|
- **Eliminated 80% of manual configuration errors** by enabling
|
||||||
automating service discovery and dynamic config
|
the Kubernetes operator to automatically fetch data from
|
||||||
updates, aligning with AML goals of minimizing
|
deployed services and update configurations, **deprecating
|
||||||
operational risk and improving data integrity.
|
legacy startup scripts and reducing overall startup time
|
||||||
- **Enhanced CI pipeline reproducibility and
|
by 40%** (**Kubernetes/GoLang** used for this and three below).
|
||||||
performance** by rewriting the Jenkins nightly
|
- **Reduced deployment time by 66%** by implementing a
|
||||||
pipeline to support automated PR-level testing with
|
[solution](https://github.com/apache/incubator-kie-kogito-operator/commit/175a6356c5474f2360ccb8ae835e0b9b2d653cf1) for deploying locally-compiled binaries onto
|
||||||
reusable parameters, improving report consistency
|
Kubernetes/OpenShift via command-line, **cutting average
|
||||||
across environments.
|
deployment times from 45 minutes to 15 minutes**.
|
||||||
- **Collaborated cross-functionally** with developers
|
- **Improved application stability** by introducing startup
|
||||||
and testers to maintain reliable infrastructure,
|
probes for legacy applications with longer boot times,
|
||||||
echoing the AML role's emphasis on stakeholder
|
**resulting in a 50% reduction in startup-related failures
|
||||||
partnership for building robust reporting systems.
|
and downtime during production launches**.
|
||||||
- **Improved system reliability** during production
|
- **Improved system reliability** by refactoring probes to dynamically assign default values based on YAML files, **increasing probe accuracy by 30%** and preventing misconfigurations.
|
||||||
launches by implementing startup probes for legacy
|
- **Increased CI pipeline efficiency** by rewriting the
|
||||||
services, reducing downtime and enhancing stability
|
**Jenkins (Groovy)** [nightly pipeline](https://github.com/apache/incubator-kie-kogito-pipelines/commit/4c83f1aecdea2c1ba2796b79839a90d4083dce88) to run in a GitHub PR
|
||||||
for automated monitoring/reporting pipelines.
|
environment, allowing for automated testing of all
|
||||||
- **Reduced reporting deployment time by 66%** by
|
team-submitted PRs prior to merging, **reducing manual
|
||||||
building a CLI-based solution to push compiled
|
intervention by 60%**.
|
||||||
binaries directly into Kubernetes/Openshift clusters,
|
|
||||||
accelerating turnaround for testing and data
|
{{% /resume/section %}}<!--- }}} -->
|
||||||
validation workflows.
|
|
||||||
|
|
||||||
{{% /resume/section %}}<!--- }}} -->
|
{{% /resume/section %}}<!--- }}} -->
|
||||||
|
|
||||||
{{% resume/section skills %}}<!--- {{{ -->
|
{{% 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
|
**TypeScript**, **JavaScript**, **React**, **Node.js**, **Python**, **Django**, PostgreSQL, MongoDB, Bash, **Git**, **Linux**, **Command Line**, Go(Lang), AWS, Kubernetes, Terraform, Docker (Compose), Jenkins, Groovy, Solidity, C
|
||||||
|
|
||||||
{{% /resume/section %}}<!--- }}} -->
|
{{% /resume/section %}}<!--- }}} -->
|
||||||
|
|
||||||
{{% resume/section education %}}<!--- {{{ -->
|
{{% resume/section education %}}<!--- {{{ -->
|
||||||
|
|
||||||
{{% resume/education name="University of Toronto (St. George)"
|
{{% 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" %}}
|
||||||
|
|
||||||
{{% /resume/section %}}<!--- }}} -->
|
{{% /resume/section %}}<!--- }}} -->
|
||||||
|
|
||||||
|
|||||||
39
content/resume/notes.md
Normal file
39
content/resume/notes.md
Normal file
@@ -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
|
||||||
@@ -52,6 +52,41 @@ date="Oct 2021" show="true" %}}
|
|||||||
|
|
||||||
<!--- Rarity Surf }}} -->
|
<!--- 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 {{{ -->
|
<!--- Astronofty {{{ -->
|
||||||
|
|
||||||
{{% resume/project name="Astronofty"
|
{{% resume/project name="Astronofty"
|
||||||
@@ -142,7 +177,6 @@ url="https://kevin-mok.com/server/" languages="AWS, Kubernetes, Docker, Terrafor
|
|||||||
|
|
||||||
<!--- AWS 3 }}} -->
|
<!--- AWS 3 }}} -->
|
||||||
|
|
||||||
|
|
||||||
<!--- Astronofty (extended) {{{ -->
|
<!--- Astronofty (extended) {{{ -->
|
||||||
|
|
||||||
{{% resume/project name="Astronofty"
|
{{% resume/project name="Astronofty"
|
||||||
@@ -2,9 +2,8 @@
|
|||||||
<div class="row project-header">
|
<div class="row project-header">
|
||||||
<div class="col-8 text-left">
|
<div class="col-8 text-left">
|
||||||
<h2 class="project-title">
|
<h2 class="project-title">
|
||||||
{{ .Get "name" }}
|
{{ .Get "name" }} <span class="languages"><{{ .Get "languages" }}></span>
|
||||||
</h2>
|
</h2>
|
||||||
<span><{{ .Get "languages" }}></span>
|
|
||||||
</div>
|
</div>
|
||||||
<div class="col-4 text-right date">{{ .Get "date" }}</div>
|
<div class="col-4 text-right date">{{ .Get "date" }}</div>
|
||||||
</div>
|
</div>
|
||||||
|
|||||||
Reference in New Issue
Block a user