Data Scientist focused on AI use cases for the e-commerce and retail sector. I keep up with AI on my Medium blog.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
mcdo-sentiment
November 10, 2024 – November 10, 2024
Sentiment analysis for McDonald's branches reviews
View Projectrag-qa-self
November 9, 2024 – January 7, 2025
RAG based application on question and answer about myself
View ProjectFrequent-Itemset-Mining---Artisanal-Jewelry-Business
July 27, 2024 – July 27, 2024
A data mining and wrangling project that utilizes Frequent Itemset Mining to identify potential product bundles for a local jewelry business
View ProjectPlayingCupid-Interpretable-AI-for-Matchmaking
July 10, 2024 – July 10, 2024
A machine learning project that utilizes ensemble models and interpretability techniques (ie. SHAP & DiCE) to understand successful dating characteristics
View Projectwikipedia-clickstream-EDA
July 1, 2024 – July 1, 2024
An exploratory data analysis of Big Data concerning Wikipedia clickstream. The goal is to gather insights on what drives clicks on a particular institution's Wikipedia page.
View Projectinbred-vs-hybrid-rice
December 22, 2023 – December 22, 2023
Compared the profitability and productivity of producing Inbred Rice vs Hybrid Rice using statistical tests
View Projecttextblob-sentiment-analysis
December 21, 2023 – December 22, 2023
Creating a sentiment classification model with the TextBlob library and without a library - a comparative analysis. Main model used was the Naive Bayes model.
View Projectdata-skills-analysis
December 17, 2023 – January 7, 2024
An analysis of jobs in the Philippine data industry to see which skills and job segments are in-demand by companies. Main techniques used web scraping and dimensionality reduction for textual data.
View Projectmovie-recommender
December 17, 2023 – December 21, 2023
Creating a movie recommender system using Rotten Tomatoes scraped movies data, and Information Retrieval methodologies
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards personal learning and exploration in data science. The diversity of projects (NLP, Recommender Systems, Data Mining, Interpretable AI) suggests a curious and self-driven individual. However, the lack of team-based projects or professional experience makes it difficult to fully assess cultural fit in a collaborative work environment. The experience level is 0, which might indicate a mismatch for a senior Data Scientist role without further validation.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, indicating no completed assessment for these areas.