I'm recently graduated from my master study in August 2023, and actively looking for job in the field of AI or Machine Learning Engineer.
- 🔭 I'm currently looking for job.
- 🌱 I'm actively writing papers and doing experiment in the field of machine learning.
- 👯 I’m looking to collaborate on machine learning or AI projects.
- 🤔 I’m looking for help with ...
- 📫 How to reach me: MyLinkedIn
- 😄 Pronouns: He/Him
| Projects | Description | Published | Sources |
|---|---|---|---|
| Dicoding Image Classification | Simple image classification within Dicoding submission | No | Link |
| Dicoding News Classification | News classification within category of news (submission) | No | Link |
| Dicoding Time-Series Classification | Climate daily classification (submission) | No | Link |
| Time-Scale Modification Phase Vocoder for Accent Recognition | Modification of speech speed of speech text-based for Accent Recognition | Yes | Paper |
Classification
- K-NN
- Logistic Regression
- SVM ( Linear & Non-Linear)
- Stochastic Gradient Descent
- Decision Tree
- Naive bayes
Neural network (Keras, Pytorch, custom)
- ANN Backpropagation
- CNN
- Bidirectional LSTM
- MLP
Ensemble
- Voting Algorithm
- Stacking Algorithm
- Random Forest
Regression
- Linear Regression
- MLP Regressor
Other Algorithms
- Mel Frequency Cepstral Coefficient (MFCC) for Audio/Speech
- Spectrograms / Melspectrogram for Audio/Speech
- Chromagram for Audio/speech
- Spectral based feature (Centroid, bandwidth, roll-off, contrast) for Audio/speech
- Zero-crossing rate for Audio/speech
- Root mean square for Audio/speech
- Matrix Decomposition / Dimensional Reduction ( PCA, SVD )
- Chi-square (FS / Features selection)
- Variance based (FS / Features selection)
- Weight from Models / Meta-transformer (FS / Features selection)
- Genetic Algorithms (FS / Features selection)
- Particle Swarm Optimization (FS / Features selection)
- Grey Wolf Optimization (FS / Features selection)
Open-sources
- Apache Kafka
- Apache Spark ( Python / PySpark)
- Apache Airflow
- Manage virtual server (EC2)
- S3 (Storage) Custom code implementation (Python, PHP, Java)