Venali Sonone is a global Data & AI leader with over a decade of experience building high‑impact analytics, machine learning, and generative AI solutions across industries. With a strong track record leading data science teams in organizations such as American Express, Takeda, Philip Morris International, and Rakuten, Venali specializes in advanced analytics, predictive modeling, and scalable AI architectures that deliver measurable business value. Her work spans commercial analytics, risk modeling, portfolio theory, digital transformation, NLP, and large‑scale machine learning—supported by expertise across TensorFlow, PyTorch, LLMs, cloud platforms (GCP, AWS, Azure), and modern data engineering frameworks. As a multilingual professional fluent in English, German, and Japanese, Vena...