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Silky
Vaidya
VP, Senior Director Engineering
Women in Big Data
Silky is a Senior Engineering and Product Leader with over 20 years of experience driving innovation, digital transformation, and responsible AI across industries including automotive, telecom (3G/4G/5G/WiFi), IoT, and data. With a background that spans pioneering research to global product delivery, she has led cross-functional teams and shaped strategy in both entrepreneurial and highly matrixed environments. Her leadership spans technical execution, product innovation, and go-to-market strategy—advising on scalable AI and data-driven solutions, accelerating startups, and steering M&A initiatives. Silky is known for translating complex use cases into high-impact solutions, fostering collaboration from the C-suite to engineering, and getting things done. She currently contributes her expertise to Women in Big Data, championing diversity and strategic innovation in the data and AI space.
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02 December 2025 16:30 - 17:00
Panel | Designing robust LLM evaluation frameworks for performance and alignment
In this session, we’ll explore how to build robust evaluation frameworks that go beyond benchmarks to capture safety, bias, hallucination, and task-specific performance. We’ll cover practical methods for stress-testing LLMs in enterprise settings, defining custom evaluation metrics, and building scalable pipelines to validate model behavior over time. → Key techniques for measuring alignment, reliability, and safety. → How to operationalise evaluation workflows across teams and use cases.