Hi, I’m Shivangi, a Data & AI leader with 11+ years of experience building, scaling, and modernizing data & ML platforms, products, systems and teams across global companies like Booking.com, Microsoft, Directi, Morgan Stanley.

Throughout my career, I’ve navigated the full spectrum of Data and ML engineering. From building real-time systems and cloud migrations to enabling Generative AI use cases and leading high-impact strategic initiatives. I’ve hired and grown Data and ML teams, designed scalable architectures, led governance and compliance efforts (including AI Act and DMA), and built data products that power business decisions and user experiences at scale.

I mentor professionals and aspiring leaders who are
- Making a career transition into Data, ML, or GenAI roles
- Navigating challenges in engineering leadership or team growth
- Looking for strategy-oriented coaching to expand beyond hands-on coding
- Preparing for interviews or designing career roadmaps

I also advise entrprises & startups on:
- AI strategy and production systems
- Data & ML engineering strategy
- GenAI adoption and product integration
- Building high-performing data & ML and genAI teams
- Designing scalable data, ML and agentic ai architectures
- Prioritisation, roadmap planning, and org design for data and AI initiatives

My approach is collaborative and goal-oriented. Whether you're an individual looking to grow or a company seeking clarity on how to scale with AI, I bring structured guidance, practical insights, and real-world experience.

If you're navigating growth, change, or scale in this fast-evolving data/AI space, I’d love to support your journey.