Mochamad Havid Albar Purnomo



All ML DL NLP DA App

Facial Recognition

Facial Recognition

Detection of My Face and My Brother


  • Res-DNN
  • SVM

Question Answering About COVID-19

Question Answering

QA System about COVID-19 for Indonesia


  • RoBERTa Indonesia LM
  • BM25 Weighting
  • Docker & Android Studio

Detection of Facial Emotions

Facial Emotions

Detection of Emotions Including Happy, Sad, Angry, Disgusted & Shocked


  • Haar Cascade & CNN
  • Python Flask

Product Detection Shopee Code League 2020

Product Detection

Prediction Product from Shopee Code League 2020. Get 0.762 accuracy with rank 210th of 823 Team


  • Keras NasNetLarge

Market Basket NDSC 2020

Market Basket

Find Association Rules Between Combinations of Different Products in Thousands of Products Shopee NDSC 2020. Get 1.0 accuracy with rank 2th of 148 Team



Payment Matching NDSC 2020

Payment Matching

Exact Match Occurs when Quantity and Name Match on Bank Statement and Checkout List Shopee NDSC 2020. Get 0.76 accuracy with rank 25th of 164 Team



Order Brushing Shopee Code League 2020

Order Brushing

Identify All Shops That are Deemed to Have Conducted Order Brushing in Shopee Code League 2020. Get 0.8944 accuracy with rank 164th of 967 Team



Sentiment Analysis Shopee Code League 2020

Sentiment Analysis

Sentiment Classification Model of Various Language Product Reviews on Shopee Code League 2020. Get 0.441 accuracy with rank 107th of 356 Team


  • Transformers RoBERTa

Course Machine Learning Dicoding

Course Machine Learning Dicoding

Classification of Games Scissors, Stone and Paper


  • CNN

Retrieval of Information About the Disease Based on Symptoms

Information Retrieval Disease

IR Disease Based on Symptoms. Scraping from Sehatq.com


  • Boolean Model Retrieval
  • Docker
  • React Js

Retrieval of Information by Clustering About The Translation of Qur'anic Verses

Information Retrieval Quran

IR Translation of Qur'anic Verses. Final Project for College


  • FCM & VSM
  • Docker
  • React JS

Peduli Sesama (DELSA)

Peduli Sesama (DELSA)

Mobile App help people get hit by disasters around you


  • Firebase
  • Android Studio

Website PK2MABA FILKOM University of Brawijaya 2019

Website PK2MABA FILKOM 2019

Introduction of campus life students of Computer Science the University of Brawijaya


  • Laravel
  • Mysql

Texture Image Detection

Image Detection

Prediction Image by Texture


  • GLCM
  • SVM

Online Ticketing Website

Online Ticketing Website

Online Event Ticket Purchase


  • Laravel
  • Mysql

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