I am Muhammad Fhadli

We developed this system for the North Maluku Provincial Language Office and is used by stakeholders such as police (investigators), legal counsel, prosecutors, and the general public.

My Contribution: NLP Engineer, make this system usable to analyze whether a sentence or speech is categorized as hate speech, defamation or not, using sentiment analysis dan pre-defined dictionary.

Tools: Pandas, NLTK, and Django

This chatbot was created to help you learn English, created for On Job Training BISA AI

Tools: IBM Watson, IBM Cloud Pak

Virtual Whiteboard that can be used as a support when teaching in class

Tools: OpenCV

Automatic mask detection system using CNN - InceptionV3. This system is implemented in the software engineering laboratory at Khairun University.

My Contribution: train a robust real-time face mask detection. I compared the result between Vanilla CNN and InceptionV3.

Tools: Tensorflow-Keras, OpenCV

Sentiment analysis using BERT and XLNET from HuggingFace. training is done using GPU from Google Collaboratory. Data preparation using Numpy, Scikit Learn, and Keras. Training using pyTorch

Tools: Numpy, Scikit-Learn, Keras, PyTorch

Scraper to retrieve data from the JobStreet website.

Tools: BeautifulSoup, Selenium

Prediction of monthly expenses from time-series data using LSTM

My Contribution: I am in charge of creating a robuts model to traing the time-series data

Tools: Tensorflow-Keras

Machine Translator from Chinese to Indonesian using OpenNMT-Transformers. Combining the concept of Transfer Learning and Teacher-Student Framework

Tools: Tensorflow-Keras, OpenNMT

Dialogue System that used to provide computer repair steps

My Contribution: set up the environment for data collecting and train the seq2seq dialogue system in English

Tools: Tensorflow-Keras

Creating solution for researchers and pharmacists to find out the composition of a herbal ingredient and learn about new biological research.

My Contribution: create the scraper and document summarization using TF-IDF using PHP