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Sreelekha
Cherukuri
Machine Learning Engineer
Etsy
Sreelekha Cherukuri is an AI and Machine Learning Engineer at Etsy, where she designs and deploys scalable ML systems that enhance personalization and user experience. With experience spanning NLP, deep learning, and predictive analytics across organizations like Tata Consultancy Services and Nestlé Purina, she brings a strong track record of translating data into impactful business outcomes. Beyond her technical work, Sreelekha is a dedicated mentor and advisory board member, passionate about empowering the next generation of data scientists and AI professionals.
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30 October 2025 15:20 - 15:40
Interactive panel | Addressing ethical challenges through explainability
This session explores how explainability techniques can help mitigate ethical risks in AI systems, from biased outputs to opaque decision-making. Panelists will share practical approaches to making models more transparent, accountable, and aligned with real-world impact. Key learnings: → The role of explainability in identifying and reducing bias in model behavior → Access practical tools and techniques to increase transparency in complex systems → Debate how explainability supports trust, compliance, and responsible AI deployment