do machine learning and deep learning projects
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Hey, I have a bachelors degree and over 2+ years of experience as an ML Engineer, currently working at the National Center for AI. Also, I possess various Deep Learning credentials and a strong understanding of the field. I specialize in traditional and deep learning solutions for a wide range of modalities, from tabular data to images and texts.
There are some sellers that offer data analysis and visualization as additional services. But I offer a complete ML project lifecycle workflow, from feature engineering, EDA, model development, and evaluation.
Problem types:
Tabular
- Regression, Classification, Clustering
Computer Vision
- Binary/Multi Class classification
- Object detection
- Face Verification
- Segmentation
- Generative AI
NLP
- Text/sentiment classification
- Text summarization
- Name entity recognition
- Prompt fine-tuning
Recommendation System
Forecasting
Algorithms:
XGBoost, Random Forest, SVM, CNNs, LSTM, GRU, YOLO, Faster/MASK RCNN, Transformers, SwinTransfomer and Attentions Model
Frameworks:
Scikit learn, Keras, Tensorflow, PyTorch, PyLightning, MMCV, MONAI
I will complete the tasks on time and with high quality!
Please contact me to discuss your requirement.
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