Tony ZhanginLevel Up CodingHow to Detect Hallucination and Toxicity in LLMsPython implementation by leveraging the open-source framework·10 min read·Feb 22, 2024--1--1
Tony ZhanginLevel Up CodingGenerate, Email and Scan QR Code Using Python OpenCV and Streamlit, a Streamlined Solution for…Full Python implementation from QR code generation, sending Gmail to clients with QR code as attachment, event registration by scanning the…·8 min read·Feb 9, 2024----
Tony ZhanginLevel Up Coding15 Python Operations for Efficient Data ProcessingPython data manipulation/processing on tabular data which can be used in most machine learning projects·16 min read·Feb 8, 2024----
Tony ZhanginLevel Up CodingDecision Tree from Mathematical Theory to Coding, Clearly ExplainedUnderstanding the concepts behind decision tree with simple illustrations and Python implementation·9 min read·Jan 30, 2024--2--2
Tony ZhanginTowards Data ScienceImprove tabular data prediction with Large Language Model through OpenAI APIPython implementation with machine learning classification, prompt engineering, feature engineering on text embedding and model…·11 min read·Jul 13, 2023--2--2
Tony ZhanginTowards AIFraud Detection with Graph Analytics, Enhance Traditional Machine Learning ModelsExplore graph database and extract graph features to augment the machine learning model·7 min read·Jul 31, 2022--1--1
Tony ZhanginTowards Data ScienceDeep Learning Model Interpretation Using SHAPPython implementation on image and tabular data·7 min read·Dec 14, 2021--3--3