Curriculum Vitae

Download complete CV 2019 here

Education

• B.Tech. in Computer Science, Institut Teknologi Telkom, 2011
• M.Tech. in Computer Science, Institut Teknologi Telkom, 2013
• Ph.D in Computer Science, Nagoya University, 2023 (expected)

Work experience

• 2013-Present: Lecturer, Researcher
  • Telkom University, Bandung
  • Course : Data Structure, Artificial Intelligence, Machine Learning,
  • Elective : Convolutional Neural Network, Computer Vision
  • Past : Algorithm and Basic Programming, Object-Oriented Programming, Soft Computing, Internet Application Engineering
• 2012: Software Engineer
  • Telkom Research Department, Bandung
  • Developing Sentiment Analysis system for Indonesia Tourism Spot Rating based on Social
  • Media
• 2011-2013: Programmer, GIS Developer
  • Graduate School and PPM, IT Telkom, Bandung
  • Working with Health Ministry Research Department and BMKG Indonesia
  • Developing Health Surveillance Application based on Climate Change in Indonesia

Research Interest

• Artificial Intelligence, Machine Learning, Deep Learning
  • Convolutional Neural Network, Generative Adversarial Network
• Computer Vision and Image Processing
  • Object Detection and Recognition, Image Annotation, Image Generation
• Soft Biometric Recognition
  • Human Pose Estimation, Action Recognition, Face and Emotion Recognition
  • Micro Expression Recognition

Publications

Malaria Incidence Forecasting from Incidence Record and Weather Pattern using GMDH Polynomial Neural Network,

Web crawler utilization for resource search on Indonesian anti-plagiarism detection,

Endorsement Recommendation using Instagram Follower,

Indonesian License Plate Recognition Using Convolutional Neural Network,

Deteksi Serangan Spoofing Pada Citra Wajah menggunakan Ekstraksi Ciri Local Derivative Pattern,

Pengenalan Angka Tulisan Tangan Menggunakan Diagonal Feature Extraction dan Artificial Neural Network Multilayer Perceptron,

Pengenalan Huruf Isyarat Tangan Menggunakan Ekstraksi Ciri Local Binary Pattern,

Face Expression Recognition Using Local Gabor Binary Pattern Three Orthogonal Planes (LGBP-TOP) and Support Vector Machine (SVM) Method

Face Spoofing Detection using Color Distortion Features and Principal Component Analysis,

Generating Image Description on Indonesian Language using Convolutional Neural Network and Gated Recurrent Unit,

Quality Image Enhancement from Low Resolution Camera using Convolutional Neural Network,

Hierarchical SVM-kNN to Classify Music Emotion,

Melanoma Cancer Classification Using ResNet with Data Augmentation,

Developing an LSTM-based Classification Model of IndiHome Customer Feedbacks

Firefly Algorithm-based Hyperparameters Setting of DRNN for Weather Prediction,

Hyperparameter Setting of LSTM-based Language Model using Grey Wolf Optimizer,

Recognizing Soft Biometric on Pedestrian Using Convolutional Neural Network,

Classifying Skin Cancer in Digital Images Using Convolutional Neural Network with Augmentation

Pneumonia Classification from X-ray Images Using Residual Neural Network

Lip Motion Recognition for Indonesian Vowel Phonemes Using 3D Convolutional Neural Networks,

Pembangunan Aplikasi Mobile Pengenalan Objek Untuk Pendidikan Anak Usia Dini

Adaptive Attention Generation for Indonesian Image Captioning,

EDGAN Disguising Text as Image using Generative Adversarial Network,

End-to-End Speech Recognition Models for a Low-Resourced Indonesian Language,

Talks

ICoICT 2018

May 03, 2018

Conference proceedings talk at Telkom University, Bandung, Bandung, Indonesia

Machine Learning Workshop

August 19, 2018

Tutorial at Telkom University, Bandung, Bandung, Indonesia

INACL 2019 Workshop

July 18, 2019

Talk at Universitas Trisakti, Faculty of Industrial Technology, Jakarta Indonesia

ICoICT 2019

July 24, 2019

Conference proceedings talk at The Vederal Hotel, Kuala Lumpur, Kuala Lumpur, Malaysia

DTS/FGA Kominfo August 2019

August 05, 2019

Tutorial at Telkom University, Bandung, Bandung, Indonesia

DTS/FGA Kominfo October 2019

October 21, 2019

Tutorial at Telkom University, Bandung, Bandung, Indonesia

Asean IVO Forum 2019

November 20, 2019

Talk at Crimson Hotel Filinvest City, Manila, Manila, The Philippines

IAIS Bandung Talk 2020

May 15, 2020

Talk at Bandung (online), Bandung, Indonesia

ICoICT 2020

June 24, 2020

Conference proceedings talk at Telkom University, Bandung (online), Bandung, Indonesia

MLSS-Indonesia 2020 Machine Learning Tutorial 1

August 03, 2020

Tutorial at Telkom University, Bandung, Bandung, Indonesia

MLSS-Indonesia 2020 Machine Learning Tutorial 5

August 04, 2020

Tutorial at Telkom University, Bandung, Bandung, Indonesia

ICoDSA 2020

August 05, 2020

Conference proceedings talk at Telkom University, Bandung (online), Bandung, Indonesia

Teaching

Programming Language Skills

• Advanced level
  • Python, Java, Kotlin, MATLAB, Octave
• Intermediate
  • Android, PHP, JavaScript