1:1 Mentorship

Do you want to take your skills and knowledge in generative AI, LLMs, AI, ML to the next level? Do you want to learn from an expert who has 12 years of experience in these fields and has led transformative initiatives at MSCI? If yes, then you might be interested in my 1:1 mentorship program!

I am Bunty Shah, a Vice President at MSCI and a leader in AI and Machine Learning. I have a passion for pushing AI and ML boundaries and leading transformative initiatives in equity and ESG domains. I have spearheaded the adoption of large language models (LLMs) such as GPT3.5, GPT4, and PaLM (Bison) to revolutionize multiple use cases at scale using advanced prompt engineering and fine-tuning techniques. I have also developed LLMOps framework for efficient evaluation and faster production deployment of LLMs.

I have also created innovative AI products such as Text AI, Vision AI, and Speech AI, which offer comprehensive ML tools for text analysis, image processing, and speech recognition respectively. These products can help you solve various business problems and create value for your customers.

In my 1:1 mentorship program, I will guide you through the following topics:

• Generative AI: What is generative AI and how it can create novel and diverse content such as text, images, audio, video, etc. How to use generative models such as GANs, VAEs, Transformers, etc. How to evaluate the quality and diversity of the generated content.
• LLMs: What are large language models and how they can perform various natural language tasks such as text generation, summarization, translation, question answering, etc. How to use LLMs such as GPT3.5, GPT4, PaLM (Bison), etc. How to fine-tune LLMs for specific domains and tasks. How to use advanced prompt engineering techniques to elicit the desired behavior from LLMs.
• LLMOps: What are the challenges and best practices of deploying LLMs in production. How to use LLMOps framework to manage the lifecycle of LLMs from development to deployment. How to monitor and optimize the performance, reliability, security, and scalability of LLMs.
• AI & ML: What are the fundamentals and applications of AI and ML. How to use various ML algorithms and frameworks such as scikit-learn, TensorFlow, PyTorch, etc. How to handle data preprocessing, feature engineering, model selection, hyperparameter tuning, etc. How to use MLOps techniques to automate and streamline the ML workflow.

In each session, I will provide you with:

• Personalized feedback and guidance on your projects and assignments.
• Practical tips and tricks on how to use various tools and libraries.
• Useful resources and references for further learning.
• Q&A session where you can ask me any questions related to the topics.

By the end of the program, you will have:

• A solid understanding of generative AI, LLMs, LLMOps, AI & ML concepts and techniques.
• A portfolio of projects showcasing your skills and knowledge in these fields.
• A certificate of completion from me.

If you are interested in joining my 1:1 mentorship program, please fill out this form and I will get back to you soon. I look forward to working with you! 😊👍🚀