--- title: "danieljasme (@danieljasme) | Hashnode" description: "danieljasme (@danieljasme) writes on Hashnode. Read their latest articles and follow their work." url: "https://hashnode.com/@danieljasme" --- @danieljasme # danieljasme @danieljasme · Kuala Lumpur, Malaysia · Joined May 2026 ### [Building an AI-Powered TikTok Wellness Analytics Dashboard: My Final Year Project](https://danieljasme.hashnode.dev/building-an-ai-powered-tiktok-wellness-analytics-dashboard-my-final-year-project?utm_source=hashnode&utm_medium=feed) How I analysed 11,244 TikTok Shop wellness products with XGBoost to build a persona-aware dashboard for affiliates and small business owners. 10 min read · [danieljasme.hashnode.dev](https://danieljasme.hashnode.dev/building-an-ai-powered-tiktok-wellness-analytics-dashboard-my-final-year-project?utm_source=hashnode&utm_medium=feed) [Jul 3](https://hashnode.com/posts/building-an-ai-powered-tiktok-wellness-analytics-dashboard-my-final-year-project/6a478844650cdbee729d6311) ### [Predicting Employee Turnover with Machine Learning: My Google Advanced Data Analytics Capstone (Salifort Motors)](https://danieljasme.hashnode.dev/predicting-employee-turnover-with-machine-learning-my-google-advanced-data-analytics-capstone-salifort-motors?utm_source=hashnode&utm_medium=feed) Salifort Motors HR analytics capstone EDA, logistic regression, decision tree, and random forest models built to predict employee attrition. 10 min read · [danieljasme.hashnode.dev](https://danieljasme.hashnode.dev/predicting-employee-turnover-with-machine-learning-my-google-advanced-data-analytics-capstone-salifort-motors?utm_source=hashnode&utm_medium=feed) [May 28](https://hashnode.com/posts/predicting-employee-turnover-with-machine-learning-my-google-advanced-data-analytics-capstone-salifort-motors/6a185ac760295e5547d91335) ### [Building a Near-Perfect Claims Classifier: Random Forest vs XGBoost on TikTok Data (Google Advanced DA Course 5)](https://danieljasme.hashnode.dev/building-a-near-perfect-claims-classifier-random-forest-vs-xgboost-on-tiktok-data-google-advanced-da-course-5?utm_source=hashnode&utm_medium=feed) How I built a 99.7% accurate Random Forest model to classify TikTok claims vs opinions using Python, GridSearchCV, and NLP features. 9 min read · [danieljasme.hashnode.dev](https://danieljasme.hashnode.dev/building-a-near-perfect-claims-classifier-random-forest-vs-xgboost-on-tiktok-data-google-advanced-da-course-5?utm_source=hashnode&utm_medium=feed) [May 27](https://hashnode.com/posts/building-a-near-perfect-claims-classifier-random-forest-vs-xgboost-on-tiktok-data-google-advanced-da-course-5/6a173136badcd8afcb157c2f) ### [From Hypothesis Testing to Logistic Regression: TikTok Claims Project (Google Advanced DA — Courses 3 & 4)](https://danieljasme.hashnode.dev/from-hypothesis-testing-to-logistic-regression-tiktok-claims-project-google-advanced-da-courses-3-4?utm_source=hashnode&utm_medium=feed) How I used Welch's t-test and logistic regression on TikTok's claims dataset. Hypothesis testing, class imbalance, and model evaluation. 7 min read · [danieljasme.hashnode.dev](https://danieljasme.hashnode.dev/from-hypothesis-testing-to-logistic-regression-tiktok-claims-project-google-advanced-da-courses-3-4?utm_source=hashnode&utm_medium=feed) [May 27](https://hashnode.com/posts/from-hypothesis-testing-to-logistic-regression-tiktok-claims-project-google-advanced-da-courses-3-4/6a1728debadcd8afcb112e49) ### [Exploring TikTok Data with Python: My EDA Approach (Google Advanced DA Certificate Course 2)](https://danieljasme.hashnode.dev/exploring-tiktok-data-with-python-my-eda-approach-google-advanced-da-certificate-course-2?utm_source=hashnode&utm_medium=feed) Exploratory data analysis on TikTok's claims dataset using Python, matplotlib, seaborn, and Tableau. Key findings and outlier strategy. 7 min read · [danieljasme.hashnode.dev](https://danieljasme.hashnode.dev/exploring-tiktok-data-with-python-my-eda-approach-google-advanced-da-certificate-course-2?utm_source=hashnode&utm_medium=feed) [May 27](https://hashnode.com/posts/exploring-tiktok-data-with-python-my-eda-approach-google-advanced-da-certificate-course-2/6a170365badcd8afcbfeadc4)