📂 Tyler Anatole — Data Engineering, Analytics & Applied ML Portfolio

Welcome to my technical project portfolio. I’m a Master’s student in Data Science & Engineering (graduating December 2025) building end-to-end data projects, including ELT pipelines with SQL, Python, dbt, and Docker, dimensional data models, and applied NLP systems used for downstream analytics and machine learning. I’m preparing for roles in Data Engineering and Analytics Engineering.

🚀 Featured Projects

Anime Pipeline v2 - Dockerized ELT pipeline using dbt and Postgres for analytics-ready data. (2026)
Content-Based Matchmaking — NLP with BERT for semantic essay matching + location filters. (2025)
ETL Search Pipeline — Multi-engine ingestion, OCR, MySQL, dashboard keyword insights. (2025)

📌 Current Projects

Year	Project	Description
2026	Anime Pipeline v2	A Dockerized ELT pipeline that ingests MyAnimeList data via the Jikan API, loads it into Postgres, and models analytics-ready tables using dbt.
2025	Content-Based Matchmaking	Rank profiles by semantic similarity using BERT embeddings + location filtering.
2025	ETL Search Pipeline	Ingest multi-engine search results, OCR text, store in MySQL, and visualize keyword patterns via dashboard.

📦 Archived Projects (older coursework, kept for reference)

Year	Project	Description
2021	Analyzing Borrower Risk	Analyzed if marital status and children affect loan default risk.
2021	Crankshaft List Analyst	Identified factors influencing used car prices.
2021	Ice Videogame Analyst	Found patterns predicting game success for ad targeting.
2021	Telecom Plans ML Model	Recommended plan upgrades based on usage data.
2021	Beta Bank Customers	Churn prediction model with focus on F1 score.
2021	Oil Well Model	Chose most profitable oil region + bootstrap risk analysis.
2021	IMDB Sentiment Analysis	Detected negative movie reviews from IMDB.
2021	Time Series Cab Fare Prediction	Predicted hourly taxi demand for driver optimization.
2021	Customer Age Detection	CNN to verify age for alcohol law compliance.