What a coincidence!!!!.
I happen to be working on a very similar Word Embedding problem and trust me it gave awesome results.
Hello there,
I went through your requirement and I can do it. I have experience in a variety of NLP projects including text classification, Word Embeddings - Word2Vec, Glove, Sentiment Classification, intent Detection, Deep NLP Projects. Every weapon in arsenal --- Sklearn, NLTK, gensim, Spacy, TensorFlow, Keras, RNNs, LSTMs, GRUs, Python, Distributed computing, etc