Hello AS,
✅I will show you my recent projects for AI Model using LLM, NLP, AI & Machine Learning. So it's surety for you to get perfect solutions from my side. If you want demo-type things or initial work for your project, then I will show you, and after that, we will finalize our project deal and payment milestones.
✅ We have developed over 600 projects using Large Dataset, Cloud Data for NLP Analysis that's includes:
➡️ Sentiment analysis for a specific industry, object detection in a specialized setting, etc. using binary classification, multi-class classification, regression.
➡️ Data Collection from sources like websites, databases, or internal documents. For niche areas, need to create own dataset and make class labelling.
➡️ Data Preprocessing (Cleaning, Normalization/Standardization, Feature Engineering, etc.)
➡️ Deep Learning Model Selection as pre-trained models are available, consider fine-tuning them (e.g., BERT for text, ResNet for images) OR Neural Network Models (CNN, RNN, SNN, etc.)
➡️ Model Training using TensorFlow/Keras or PyTorch, optimized the model performance, k-fold Cross Validation.
➡️ Model Evaluation metrics based on the problem (e.g., accuracy, precision, recall, F1-score for classification; RMSE, MAE for regression).
✅I am from India, GMT +5:30, and I am available from 8:00 a.m. to 11:00 p.m.
➡️Note: The project with QA, testing, and comments in the code.