Welcome to my Jupyter Book!

Welcome to my Jupyter Book!#

Ian Jure E. Macalisang | 09453183638 | ianjure.data@gmail.com | 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

Contents