- 👋 Hi, I’m Modesta
- 👀 I’m a Data Scientist | Currently exploring AI, ML & VR in construction | Construction Safety
- 🌱 I’m interested in solving real-life problems using both my soft skills and technical skills which I've acquired.
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Root-Cause-Analysis-of-Construction-Accident-Reports-Using-NLP-ML-and-LLMs
Root-Cause-Analysis-of-Construction-Accident-Reports-Using-NLP-ML-and-LLMs PublicThis mini project demonstrates a full pipeline for analyzing construction accident reports using Natural Language Processing (NLP), classical machine learning, and large language models.
Jupyter Notebook
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VR-Construction-Training-with-Real-Time-Feedback
VR-Construction-Training-with-Real-Time-Feedback PublicThis repository contains a mini project demonstrating data-driven XR/VR training for construction worker tasks. The project simulates joint angles, task time, and discomfort, then visualizes them i…
Jupyter Notebook
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Wearable-Fatigue-Forecasting-for-Construction-Workers
Wearable-Fatigue-Forecasting-for-Construction-Workers PublicPredict short-term worker fatigue (next 5, 15, 30, 60 minutes) using physiological data from wearable sensors. This project aims to enable proactive safety management and early intervention to redu…
Jupyter Notebook
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king-county-house-prices
king-county-house-prices Public“A data-driven analysis and prediction of King County house prices using Python and linear regression, highlighting key factors influencing housing value and demonstrating end-to-end machine learni…
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webscraping-programming-languages
webscraping-programming-languages PublicCapstone project demonstrating web scraping, data cleaning, and visualization of programming languages, their average salaries, and learning difficulty using Python, BeautifulSoup, Pandas, and Matp…
Jupyter Notebook
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Preprocessing-Pipeline-for-Blind-Sweep-Ultrasound-Data-for-Abdominal-Circumference-Prediction
Preprocessing-Pipeline-for-Blind-Sweep-Ultrasound-Data-for-Abdominal-Circumference-Prediction PublicPreprocessing pipeline for blind‑sweep ultrasound data that converts raw volumes into enhanced, normalized tensors for fetal abdominal circumference prediction.
Jupyter Notebook
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