Data Scientist

Overview

Looking for part-time work (3 hours/day)

at $13.00/hour ($858.00/month)

Bachelors degree

Last Active

November 21st, 2024 (yesterday)

Member Since

January 23rd, 2023

Profile Description

I am a data scientist experience in machine learning, web scraping, databases, dashboard, and data analysis. Here are my projects done:
Machine Learning:
- Classification model for credit card fraud using Gradient Boosting Classifier with 89? score.
- Logistic regression model for predicting late payer in real estate monthly amortization
Web Scraping:
- Shopee: Popular online marketplace in the Philippines. I was able to scrape product information in the "Home Entertainment" category.
- Lamudi: Real Estate Website. Scraped real estate information like the areas, location and price.
- Facebook marketplace: Successfully scraped without being detected as bot and been continuously scraping for 9 months straight. I also scraped real estate data there.
- TUMU: I was able to bypass captcha and bot detection as well. I also scraped product data in the website.
- Udemy: Successfully solved the blank webpage when scraping. Scraped online courses information.
Databases:
- Created a workflow from Python webscraper to transferring clean data into MySQL Database.
- Familiarity with the complex data using JOINS.
Dashboard:
- Developed Looker Studio dashboard for the Web Developers' performance in the company using story points.
Data Analysis:
- Investigated real estate market in the Philippines using pandas and matplotlib.
- Analyzed potential market in the Philippines using geopandas for map analysis.