priajuli Goto Github PK

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

Classification

1. K-NN
2. Logistic Regression
3. SVM ( Linear & Non-Linear)
4. Stochastic Gradient Descent
5. Decision Tree
6. Naive bayes

Neural network (Keras, Pytorch, custom)

1. ANN Backpropagation
2. CNN
3. Bidirectional LSTM
4. MLP

Ensemble

1. Voting Algorithm
2. Stacking Algorithm
3. Random Forest

Regression

1. Linear Regression
2. MLP Regressor

Other Algorithms

1. Mel Frequency Cepstral Coefficient (MFCC) for Audio/Speech
2. Spectrograms / Melspectrogram for Audio/Speech
3. Chromagram for Audio/speech
4. Spectral based feature (Centroid, bandwidth, roll-off, contrast) for Audio/speech
5. Zero-crossing rate for Audio/speech
6. Root mean square for Audio/speech
7. Matrix Decomposition / Dimensional Reduction ( PCA, SVD )
8. Chi-square (FS / Features selection)
9. Variance based (FS / Features selection)
10. Weight from Models / Meta-transformer (FS / Features selection)
11. Genetic Algorithms (FS / Features selection)
12. Particle Swarm Optimization (FS / Features selection)
13. Grey Wolf Optimization (FS / Features selection)

Open-sources

1. Apache Kafka
2. Apache Spark ( Python / PySpark)
3. Apache Airflow

1. Manage virtual server (EC2)
2. S3 (Storage) Custom code implementation (Python, PHP, Java)