Hardik is an accomplished ML Architect and AI Research Scientist with Computer Engineering background with over 18 years of IT experience. He specializes in designing and implementing innovative machine learning solutions, intelligent platforms, and AI-driven products that drive business transformation. With expertise in AI, MLOps, cloud solutions (AWS, Azure, GCP), and data analytics, Hardik has delivered impactful solutions across industries such as Healthcare, BFSI, Insurance, Manufacturing, and Energy. He is excellent in leading cross-functional teams of 100+ professionals, managing client portfolios, escalations and executing projects with both presales and delivery. Hardik has deep experience with AI frameworks like Sci-kit Learn, PyTorch, Tensorflow, Keras and Hugging Face, and excels in integrating advanced technologies to solve complex business problems. His technical expertise includes, Software Development, Cloud & DevOps, Data Analytics Platforms, Automation, Machine Learning, IT Architecture (Cloud/Application/Enterprise/AI architecture), Microservices, Integrated Systems, AI enabled Solutions, Software Products APIFication etc.