# Welcome to my Jupyter Book!

Ian Jure E. Macalisang | 09453183638 | [ianjure.data@gmail.com](mailto:ianjure.data@gmail.com) | [github.com/ianjure](https://github.com/ianjure)

## **Summary**

Detail-oriented problem solver with extensive experience in Python and ML/AI model development. Proficient in CI/CD, Git workflows, system design, full-stack development, cloud computing, and automation.

## **Education**

**B.S. in Data Science**  
_University of Science and Technology of Southern Philippines_  
Expected Graduation: **June 2026**

## **Projects**

### PhiLNet: A Lightweight Fusion Model for Real-Time Phishing Detection

**Technologies:** Python, NLP, Machine Learning, Docker, FastAPI, Next.js

-   Designed and implemented the full system pipeline, from data collection and model training to deployment with FastAPI.
-   Built a full-stack analytics dashboard in Next.js to monitor system performance.

### HeatScape: An ML-Powered UHI Analytics Dashboard

**Technologies:** Python, Machine Learning, Google Earth Engine, Streamlit

-   Developed an interactive dashboard to simulate Urban Heat Island (UHI) effects in Cagayan de Oro City.
-   Designed and executed a complete data pipeline, from satellite data acquisition via Google Earth Engine to ML model training.

### WorkFit: An HR Resume Screening Assistant

**Technologies:** Python, LangChain, LLM, Google Gemini, Streamlit

-   Developed a full-stack application with Streamlit and Google Gemini for AI-driven resume screening.
-   Engineered and optimized prompt systems for improved LLM performance.

### LULC Prediction in Camiguin Island using CA-ANN

**Technologies:** QGIS, MOLUSCE, Cellular Automata Simulation, Neural Network

-   Implemented land use and land cover prediction model using CA-ANN in QGIS via MOLUSCE.
-   Co-authored the methodology and analysis sections for the research paper.

## **Leadership and Activities**

-   **PhilDev Foundation** – YBLL Participant
-   **Automation Consultant**
-   **Capstone Principal Researcher**
-   **AWS Cloud Clubs** – Technical Officer