NLPData ScienceGroup Project2025

Satria Data: Big Data Competition

A competitive data science initiative utilizing NLP to predict human emotions from short-form social media videos.

Data Scientist

Problem

Extracting accurate emotion predictions from social media requires understanding fast-paced, multimodal signals.

Engineered robust NLP features and optimized machine learning pipelines under strict competition deadlines.

Successfully evaluated and fine-tuned models to accurately classify human emotions from dynamic TikTok and Reels content.

Competition environments teach speed, focus, and the critical importance of defining clear evaluation metrics.

PythonNLPData ScienceMachine LearningEmotion Analysis