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Fiverr Pro
Nederlands
$
USD
I will build deep learning, nlp and computer vision models in python
I will design and develop your website, mobile app with AI automation
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Voldoet aan bepaalde prestatiecriteria en toont een sterke potentie op de marktplaats.
Over deze dienst
From image classifiers to text models, I build deep learning, NLP and computer vision models in Python that are trained, evaluated and documented properly.
I am K. M. Arafat Islam, Founder and CEO of BuildSign Digital, CSE graduate with 4 years of experience, 15 published papers in Springer and IEEE venues and a government-certified app developer (EDGE).
Computer vision: Image classification with CNNs and transfer learning (ResNet, EfficientNet, ViT) Object detection with YOLO Image segmentation (U-Net)
NLP: Text classification and sentiment analysis Fine-tuning BERT and transformer models Named entity recognition and topic modeling
Also: LSTM and GRU for time series.
You receive: Commented notebook (PyTorch or TensorFlow/Keras) Trained model weights Accuracy, F1, loss curves and confusion matrix Short technical report
I build and document models on your data; I do not write research content on your behalf. Message me your dataset and task first.
Mijn portfolio
Andere Data science en ML diensten die ik aanbied
Veelgestelde vragen
Do you provide GPUs?
I train on Google Colab or Kaggle GPUs for most projects. For very large training runs, we can use your cloud GPU or budget for compute.
Can you fine-tune BERT or other transformers?
Yes. I fine-tune BERT, RoBERTa, DistilBERT and similar models with Hugging Face for classification, NER and sentiment tasks.
Which vision models do you use?
ResNet, EfficientNet, MobileNet, ViT, YOLO and U-Net, chosen to fit your data size and accuracy needs.
Do I need labeled data?
For supervised tasks, yes. I can advise on labeling formats and small-data strategies such as transfer learning and augmentation.
Can you explain the model's decisions?
Yes. Grad-CAM and attention maps are available as extras, and SHAP or LIME through my explainable AI gig.
Can you promise a target accuracy?
Not before seeing the data. I report honest, validated results and explain the limits.
