I'm experienced developer which recently graduated from my master study in August 2023, and actively learning AI or Machine Learning. I'm currently working, but open for any collaboration job in the field of AI/Machine Learning.
- š I'm currently looking for job.
- š± I'm actively writing papers and doing experiment in the field of machine learning.
- šÆ Iām looking to collaborate on machine learning or AI projects.
- š¤ Iām looking for help with ...
- š« How to reach me: MyLinkedIn
- š 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 |
Brain Tumor MRI Image Recognition | Image recognition from MRI imaging which contains virus/tumor of brain | No | No Link(private) |
Lung Pneumonia Image Recognition | Image recognition from MRI imaging which contains pneumonia | No | No Link(private) |
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
- XGBoosts
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)
Thank you for your support, it really help me because research need fund.