Gracian Anton
Data Scientist/Engineer
Gracian Anton
I began learning programming in high school and focus on data science/engineering. Most of my work is focused on exploratory data analysis (EDA), data cleaning and transformation, model selection and fine-tuning, and evaluation. I also create data-visualization dashboards, and build ETL pipelines to process time-series data via cron jobs.
Projects I Recently Built:
Hydrological Forecasting Engine:
  • Created machine learning model using regularly collected data from API endpoints for model training, testing, and fine-tuning.
  • Used FastAPI endpoints to train, test, and fine-tune Random Regressor at regular intervals.
  • Used React.js hooks and components to render interactive dashboards and webpages.
  • Implemented a Laravel MVC backend with authentication, routes, controllers, and views.
Languages/Technologies:
Languages:
  • Python, PHP, Laravel
Data Science/ML
  • SQL, NumPy, Pandas, Scikit-Learn, FastAPI, R
Frontend:
  • HTML, CSS, Bootstrap, JavaScript, AJAX, React.js
Databases:
  • MySQL, PostgreSQL
Developer Tools
  • JupyterLab, VSCode
Methodologies
  • Agile Development, Scrum
Experience:
Research Assistant:
  • Worked with tensorflow MoDL algorithm to perform bio-image segmentation, morphological analysis, and function prediction
Machine Learning Researcher & Lecturer:
  • Conducted data analysis on large datasets using Pandas and Scikit-learn to explore patterns in datasets and prepare them for ML models.