Thanks for being here on my profile! ✅ I have 8+ years of experience specific in Data Science. I'm eager to apply my skills to meet your needs, ensuring your satisfaction. My expertise spans Generative ai, Machine Learning and Deep Learning, with a focus on NLP, Computer Vision, and Time Series analysis. Additionally, I actively contribute to projects involving Generative AI, including work with GPT, Falcon, OpenAI and LLM model training on custom knowledge base. Feel free to avail yourself of my services—I'm here to assist you! I have been working on the following projects: ✅ Classification ✅ Regression ✅ Clustering ✅ Dimensionality Reduction ✅ Prediction ✅ Recognition ✅ Time Series Forecasting ✅ Recommender Systems ✅ Sentiment Analysis ✅ NLP(Natural Language Processing) ✅ Big Data Visualisation ✅ Data Mining ✅ Data Analysis ✅ Data warehousing ✅ Data Modelling ✅ So on. . . I can build following models even more: Generative ai: Llam 2, Llama 3, Mpnet, Mixteral, BERTGPT, GPT (2, 3, 4), RoBERTa, DistilBERT, T5, Transformer-XL, Falcon I have built pipelines for text summarization, semantic search, question answer chat bot and text generation using RAG and other state of the art techniques. Deep Learning: Autoencoder, Fewshot learning, Ensemble learning, Stacking models, Transfer Learning, Stacking, GAN, LSTM, CNN, RNN, MLP, ANN, GMM, GRU, RBFN, DBN VGG, Inception, Resent, Xception, YOLO Machine Learning: Random Forest, KNN, SVM, XGBoost, Decision Trees Naive Bayes, Logistic Regression, SGD, AdaBoost, Kmeans Features extraction & selection techniques: PCA, LDA, Information gain, Variance Threshold, L1-based Fasttext, word2vec, TFIDF, BERT SIFT, Texture, GLCM How I do the full project? ✔️ Data Collection ✔️ Data Annotation, Labeling ✔️ Data Augmentation ✔️ Exploratory Data Analysis ✔️ Data Visualization plots ✔️ Data Cleaning ✔️ Data Normalization ✔️ Features Extraction & Selection ✔️ Data Preparation ✔️ Modeling ✔️ Evaluation ✔️ Deployment For coding: Jupyter noyebook, Pycharm, Colab, GCP, AWS, Azure Why you choose me? ✔️ Well commented code ✔️ Free assistance after delivery of work ✔️ Never late ✔️ Quality work ✔️ Plagiarism Free work ✔️ An expert with 7+ year of experience ✅ I would like to work for all kinds of Deep Learning/Machine Learning/Artificial Intelligence/Data Science projects.