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Jemmy Febryan's Projects

fuzzy-inference-system icon fuzzy-inference-system

Fuzzy Inference System (FIS): A computational logic application for intuitive reasoning in decision support, robotics, and more.

ifest-sentiment-analysis icon ifest-sentiment-analysis

Developed a sentiment analysis model for detecting five emotions such as Anger, Fear, Joy, Happiness, and Sadness in Tweets. Conducted a comparative analysis by comparing hybrid Transformer and CNN model against alternative models, ultimately achieving an impressive validation accuracy of 85.71%

intelligo-rlhf icon intelligo-rlhf

Developed a Reinforcement Learning Human Feedback (RLHF) model to address the challenges associated with shipping e-commerce products in Indonesia, achieving a validation accuracy of 97.79% for sentiment analysis, 96.90% for shipping problem classification, and 83.33% for the RLHF model itself.

jmodel icon jmodel

jModel is a Python script designed to facilitate the conversion of TensorFlow models into deployment-ready models. These deployment models are optimized solely for feeding input tensors, omitting features related to training or fine-tuning.

news-classification icon news-classification

Deep learning-based system for classifying news articles into categories. Includes preprocessing, model training, evaluation, and real-time predictions.

sales-recapitulation-analysis icon sales-recapitulation-analysis

Tkinter-based Python app predicts customer trends. Visualize data, generate reports, make informed decisions. Unlock sales potential.

stock-prediction icon stock-prediction

Analysis of 16 Machine Learning and Statistical Model for 10 stock and index price prediction.

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