❯ ~/keith-paddit/index.html
open to work
Keith Martin Paddit

Developer @ AscendyX Baguio City, Philippines

// who-am-i

Keith Martin Paddit

Web Developer | Data Scientist

Baguio-based developer at AscendyX, building websites and web applications, with a Data Science degree from Mapúa University. My thesis modeled salaries for data roles across the Philippines, and I've worked as an AI/ML intern at RCBC.

BS Data Science, Mapúa University · 2022–2025
View projects Contact me
Precision lift on a bank campaign model
>50%
Job postings modeled for my thesis
1,057
Skills extracted with an LLM
720

ls<projects />

Data Science · Thesis

Skill-Based Salary Prediction for Data Roles in the Philippines

Nov 2024 – Aug 2025

Undergraduate thesis, Mapúa University · Project Lead, Programmer

  • Collected Philippine data job postings from Indeed with Apify over four months (Nov 2024 – Mar 2025), then deduplicated, filtered salaries and normalized titles down to 1,057 salaried postings.
  • Used GPT-4o-mini to extract and standardize soft and technical skills from unstructured job descriptions, yielding 720 distinct skills.
  • Grouped 43 job titles into 6 role families with Sentence-BERT embeddings and K-Means, testing k with silhouette scores.
  • Compared Linear Regression, Random Forest, LightGBM and XGBoost for predicting min and max salary, with grid search and 5-fold cross-validation. XGBoost did best on the held-out test set.
  • Converted model feature importance into estimated peso values per skill to show which skills go with higher-paying roles.

// analysis showcase

Salaried postings
1,057
Collection window
4 months
Job titles → role families
43 → 6
Distinct skills extracted
720
  • Python
  • Apify
  • GPT-4o-mini
  • Sentence-BERT
  • K-Means
  • scikit-learn
  • XGBoost
  • LightGBM
[ Thesis paper ]
Web · 3D · Demo

NOIR Fragrance Site

Apr 14, 2026 – Apr 20, 2026

Concept site for AscendyX · Developer, 3D Artist

  • Built a concept luxury fragrance site to demonstrate how Blender-made 3D can carry a web experience.
  • Modeled, lit and animated the NOIR bottle in Blender, then rendered it as a 1920×1080, 36 fps sequence that plays as the site's hero.
  • Paired the cinematic render with a minimal, editorial layout so the product stays the focus.

// blender showcase

▶ Hover to play The site's hero animation
The NOIR bottle scene in Blender, with camera, lights and render settings
The scene in Blender: camera rig, key light and render settings
  • Blender
  • 3D modeling
  • Lighting
  • Animation
  • Rendering
Live site ↗
Web · 3D · Demo

Vertex Tower Site

Oct 21, 2026 – Nov 4, 2026

Concept site for AscendyX · Developer

  • Built a concept luxury residential site to show how interactive 3D can sell a property before it's built.
  • Coded a scroll-driven Three.js model that builds the 30-storey tower phase by phase, plus a blueprint view.
  • Optimised it for fast loading on Hostinger, and wrapped it in a premium layout so the tower stays the focus.

// site showcase

Vertex Tower site hero on desktop, showing the 3D tower beside the headline
Desktop: the scroll-driven 3D tower in the hero
Vertex Tower site on an iPhone
Mobile layout
  • Three.js
  • JavaScript
  • 3D scroll animation
  • Hostinger
Live site ↗
Web · Production

AscendyX Company Site

May 3, 2026 – Present

ascendyx.com, AscendyX's main site · Developer

  • Rebuilt the company site as a one-page site for business owners, covering services with starting prices, the A.S.C.E.N.D. process, live demo sites, plans, an FAQ and a contact form.
  • Added motion that stays light: animated service illustrations, count-up stats and a flowing background, with loops that pause off screen and stop for reduced-motion users.
  • Wrote a PHP contact backend that emails leads to the team and a thank-you to the sender through Hostinger SMTP, with rate limits.
  • Set up Git auto-deploy to Hostinger, plus redirects from the old multi-page URLs, so nothing linked to the old site broke.

// site showcase

AscendyX site hero on desktop, with the headline beside a track record card
Desktop: the hero and track record card
AscendyX site on an iPhone
Mobile layout
  • HTML
  • CSS
  • JavaScript
  • PHP
  • GitHub Actions
  • Hostinger
Live site ↗

git log<experience />

  1. Current role

    Developer

    Dec 2025 – Present

    AscendyX

    • Design, build and deploy responsive websites and web applications end to end, from user interface to back-end services.
    • Develop across HTML, TypeScript, Node.js, PHP and Java, and manage production deployments on Vercel, SiteGround and Hostinger.
    • Build marketing automation and CRM workflows in GoHighLevel.
    • Run Google Ads campaigns and implement conversion tracking through Google Tag Manager.
    • Produce 3D assets and visuals in Blender, and use Claude to accelerate development and content production.

  2. AI/ML Intern

    May 2025 – Jul 2025

    Rizal Commercial Banking Corporation (RCBC)

    • Developed and evaluated machine learning models to identify customers for deposit account campaigns.
    • Delivered a new model that improved precision by over 50% compared with the previous approach.
    • Benchmarked the new model against the existing one and built an alternative challenger model to support model selection.

  3. External Relations Head

    Aug 2024 – Aug 2025

    Mapúa Radio Cardinal

    • Led the External Relations team and introduced a standardized email communication process used across committees.
    • Served as the organization's primary liaison to student groups within and beyond Mapúa, including UP, PUP and DLSU.
    • Coordinated with internal committees on event hosting, social media posts and event coverage.

    External Relations Associate

    Apr 2024 – Aug 2024
    • Supported the External Relations Head directly, compiling and summarizing incoming correspondence.
    • Drafted and sent outreach emails to external organizations.
    • Acted as officer-in-charge of external relations whenever the Head was unavailable.

  4. Creatives Committee Officer

    Aug 2023 – May 2024

    Mathematical Society of Mapúa

    • Designed and edited the society's publication materials, presentations and certificates.
    • Supervised creative output at math events, keeping materials consistent with the society's visual identity.

# everything I bring to a project lives in this folder

lsassets/tech-stack

Languages

  • Python
  • SQL
  • TypeScript
  • PHP
  • Java

Web

  • HTML
  • CSS
  • JavaScript
  • Node.js

Machine Learning & Data Libraries

  • Pandas
  • NumPy
  • Scikit-learn
  • XGBoost
  • LightGBM
  • Matplotlib
  • GeoPandas
  • Seaborn

Machine learning · Neural networks · Feature engineering · NLP · LLM data extraction · Clustering · Data preprocessing · Data analysis · Data visualization

Data & Cloud

  • AWS
  • Databricks
  • REST APIs
  • OpenAI API
  • Gemini API
  • Apify

Tools & Platforms

  • Git
  • GitHub
  • Jupyter
  • VS Code
  • Linux
  • Excel
  • Blender
  • Claude

Deployment & Marketing

  • Vercel
  • SiteGround
  • Hostinger
  • GoHighLevel
  • Google Ads
  • Google Tag Manager

catassets/what-i-bring

01

Models that move the metric

At RCBC I built a new model that improved precision by over 50% compared with the previous approach. I benchmark against what's already in place and keep a challenger model alongside.

02

Data work, end to end

I collect and clean the data, engineer the features, train the models, and explain the results. My thesis went from raw Indeed postings to an LLM skill-extraction pipeline, role clustering, and a peso estimate of which skills pay.

03

Web & 3D

As a developer at AscendyX I design, build and deploy websites and web applications, with Blender-made 3D visuals and the GoHighLevel, Google Ads and Tag Manager setup that makes a site perform once it's live.

04

Communication & leadership

As External Relations Head of Mapúa Radio Cardinal I led a team and handled communications with organizations across UP, PUP and DLSU, so I'm used to explaining work to people outside it.

# Contact — the one .env that's safe to commit
NAME="Keith Martin Paddit"
ROLE="Web Developer | Data Scientist"
DEGREE="BS Data Science, Mapúa University"
LOCATION="Baguio City, Philippines"
# Reach me
EMAIL="padditkeith@gmail.com"
PHONE="+63 917 710 5011"
# Find me
LINKEDIN="linkedin.com/in/keithpaddit"
OPEN_TO_WORK=true
RESPONSE_TIME="[ e.g. within 24h ]"

# quick actions

❯ mailpadditkeith@gmail.com ❯ call+63 917 710 5011 ❯ openlinkedin.com/in/keithpaddit

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