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$10 USD / hour
Flag of KAZAKHSTAN
almaty, kazakhstan
$10 USD / hour
It's currently 1:02 AM here
Joined October 4, 2022
0 Recommendations

Yerdaulet Z.

@yerdulet

5.0 (1 review)
0.4
0.4
$10 USD / hour
Flag of KAZAKHSTAN
almaty, kazakhstan
$10 USD / hour
100%
Jobs Completed
100%
On Budget
100%
On Time
N/A
Repeat Hire Rate

Data Scientist/Machine Learning Engineer

More about my key skills: - Neural Networks components: Dropout, Batch Normalization, Layer Normalization. - Neural Network Architectures: CNN, RNN, GRU, LSTM, AlexNet, ResNet, VGG, WGAN-GP. - Loss function: Connectionist Temporal Classification. - Machine Learning Algorithms: Linear regression, Logistic Regression, KNN, K-means, K-means ++, Decision Tree Regressor & Classifier, Random Forest Classifier, AdaBoost Classifier, Gradient Boost Regressor & Classifier. - Optimization algorithms: Gradient Descent, Mini-Batch Stochastic Gradient Descent, Stochastic Gradient Descent with Momentum, AdaGrad, RMSProp, Adam. - Regularization: L1, L2. - Understanding parameter optimization using the chain rule
Freelancer Python Developers Kazakhstan

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Portfolio Items

Dataset: Captcha dataset

- custom architecture
- image-to-sequence detection
- connectionist temporal classification loss
- model training on the local machine
Optical character recognition
The desktop app was built to define human reactions to a specific scene, which would help neuromarketing researchers to test their products, video advertising and etc

Program language: Python 
Design of the program: Qt Designer 
Backend: PySide library 
Computer Vision: 
- Trained YOLOv5s architecture to detect faces by original documentation on PyTorch.
- Trained on the custom architecture to identify the attention of the person (binary classification, is the person looking at the screen or not). Dataset collected manually, not open for public use.
- Emotion recognition trained on the custom architecture. Dataset Fer-2013 preprocessed images manually.
Desktop app, analog iMotions.

Reviews

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₹1,300.00 INR
Yerdaulet is a proficient expert in deep learning. Considers all the requirements of the client carefully. It's a good experience working with him.
Python Algorithm Statistics Machine Learning (ML) Data Mining
S
Flag of Shetty S. @Shettyswathi017
4 months ago

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Top Skills

Python 1 Machine Learning (ML) 1 OCR Data Science Pytorch

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