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Anuj Gupta is the Head of Machine Learning @Vahan and author of a practical natural language processing (NLP) major book (http://www.practicalnlp.ai/) on ML (that was released last year). The book has been endorsed by the best in both academia and industry. Anuj has seen ML in both - research and corporate world and has incubated multiple highly successful ML teams in his career. We discussed following in this conversation, What role does a machine learning engineer play in real life? Practical way of approaching machine learning projects How does startups use GPT, BERT to solve NLP problems AI startup ideas Practical NLP book: http://www.practicalnlp.ai/ Jurafsky book on NLP: https://web.stanford.edu/~jurafsky/slp3/ Anuj's linkedin: / anujgupta-82 Do you want to learn technology from me? Check https://codebasics.io/ for my affordable video courses. 🌎 Website: https://www.codebasics.io/ 🎥 Codebasics Hindi channel: / @codebasicshindi #️⃣ Social Media #️⃣ 🔗 Discord: / discord 📸 Instagram: / codebasicshub 🔊 Facebook: / codebasicshub 📱 Twitter: / codebasicshub 📝 Linkedin (Personal): / dhavalsays 📝 Linkedin (Codebasics): / codebasics ❗❗ DISCLAIMER: All opinions expressed in this video are of my own and not that of my employers'.