Tools/Libraries/Platform

PyTorch, TensorFlow, Keras, Scikit-Learn, OpenCV, NLTK, SpaCy, Gensim, Hugging Face, MXNet, LangChain

Data Generation and Engineering

AWS, Azure, GCP, Snowflake, Web Scraping (Beautiful Soup, Bright Data), Airflow, FastAPI

Machine Learning

Supervised Learning: Decision Trees, Random Forests, GLMs- Generalized Linear Models, Linear Regression, Logistic Regression

Unsupervised Learning: Clustering, Classification, Ensemble Methods

Deep Learning: ANN, RNN, CNN, LSTM, GAN

ML Model Deployment and Cloud Platforms

AWS SageMaker, Azure ML Studio, Google Cloud AutoML

Containers - Kubernetes, Docker

​

Large Language Models(LLM)/Generative AI

GPT 4, Llama 2, BERT, RoBERTa, AutoGPT, T5

Natural Language Processing (NLP)

LSA - Latent Semantic Analysis, Topic Modelling, Character Mining, NER - Name Entity Recognition, Word Embeddings, Word2vec, ELMo, Transformers