Faith I.

Key Skills

Software

No software listed

Top Subject Matter

Movie genre classification from text descriptions

Top Data Types

Text

Top Task Types

Classification

Freelancer Overview

Movie Genre Classification (ML model training using labeled dataset). AI-training focus includes data types such as Text and labeling workflows including Classification.

Labeling Experience

Movie Genre Classification (ML model training using labeled dataset)

TextClassification

Built a machine learning genre classification pipeline using labeled movie description data. Used TF-IDF features and logistic regression to train a model that predicts the target genre class for each record. Prepared prediction outputs for a submission file mapping each record id to a predicted genre label. • Inferred text preprocessing steps including lowercase conversion, HTML removal, and cleaning special characters and numbers • Created TF-IDF vectorization features with n-grams (1,2), English stop-word removal, and a max feature cap • Trained a logistic regression classifier with specified iteration and random state settings • Generated predictions for test records and formatted results as id|genre

2024 - 2024

Education

Work History