Proactive Data Scientist dedicated to building community and passionate about AI innovation
| Skill Area | Details |
|---|---|
| Programming Languages | Proficient in Python and R for developing machine learning algorithms and models. |
| Advanced Statistical Modeling | Regression analysis, time series, generalized linear models (GLMs). |
| Machine Learning Techniques | Understanding of supervised, unsupervised, and reinforcement learning algorithms (e.g., regression, clustering, decision trees, SVMs, neural networks). |
| Deep Learning Frameworks | Experience with frameworks like TensorFlow, PyTorch, and Keras for building and deploying deep learning models. |
| Data Visualization | Creating insightful visualizations and dynamic dashboards using Python (Matplotlib, Seaborn), R (ggplot2, Shiny), and Tableau. |
| Data Preprocessing | Skills in data cleaning, normalization, transformation, and feature engineering to prepare data for modeling. |
| Model Evaluation & Tuning | Proficiency in model evaluation metrics (e.g., accuracy, precision, recall, F1 score) and hyperparameter tuning techniques (e.g., grid search, random search). |
| Project Management | Leading teams, organizing tasks, and meeting deadlines. |
| Statistical Consulting | Client relations, storytelling, and communication. |
| Software Development Skills | Working knowledge of OOP principles to build scalable and maintainable code. |
I am a data scientist with a passion for leveraging technology for social impact and a commitment to staying updated with the latest trends and advancements in machine learning and artificial intelligence.
With an M.S. in Statistics from Texas A&M University, I bring expertise in statistical modeling, machine learning techniques, and data visualization. I’m also experienced in data wrangling and testing methodologies, including unittest and pytest. As the founder of the SGV Data Science Group and the LA Tech AI Book Club, I foster collaboration and innovation within the tech community.
Currently, I’m exploring machine learning engineering, AI ethics, and deep learning applications. Fluent in English and Vietnamese, with conversational Mandarin, I’m eager to connect and collaborate on impactful projects.