Hi Elisa
We can help you with the short and medium-term project as per your requirement. As we have more than 4 years of experience in the AI/ML industry. Kindly refer to the below GitHub link for our work in AI/ML.
AI/ML Expertise:
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Libraries: TensorFlow, PyTorch, scikit-learn, Keras, OpenCV, NLTK, spaCy, pandas, NumPy, Matplotlib, Seaborn.
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Algorithms:
=> Supervised Learning: Linear Regression, Decision Trees, Random Forest, Support Vector Machines, Neural Networks.
=> Unsupervised Learning: K-Means Clustering, Hierarchical Clustering, Principal Component Analysis (PCA), Gaussian Mixture Models.
=> Reinforcement Learning: Q-Learning, Deep Q Networks (DQN), Policy Gradient Methods.
- Models:
=> Image Classification: CNNs (Convolutional Neural Networks), ResNet, VGG.
=> Natural Language Processing: RNNs (Recurrent Neural Networks), LSTM, Transformer models like BERT.
=> Recommender Systems: Collaborative Filtering, Content-Based Filtering.
- Tools and Techniques:
=> Data Preprocessing: Feature scaling, normalization, one-hot encoding.
=> Evaluation Metrics: Accuracy, Precision, Recall, F1 Score, ROC-AUC.
=> Hyperparameter Tuning: Grid Search, Random Search, Bayesian Optimization.
=> Model Deployment: Flask, FastAPI, Docker.
- Cloud Services:
=> AWS (Amazon SageMaker, Lambda), Google Cloud Platform, Azure.
Can we connect via email[jigar@dinjaninfotech.com] or Skype[jigar@dinjaninfotech.com] for further discussion in detail?