Sai Srikanth Gorthy
Senior Data Scientist at ByteDance (TikTok)
Srik Gorthy is a Senior Data Scientist at TikTok, leveraging over 11 years of expertise in machine learning, artificial intelligence, and data-driven innovation. Throughout his career, he has worked at renowned organizations like Google and AMD and co-founded his own music and social media startup, showcasing his entrepreneurial spirit and technical acumen. Srik is a certified expert coach, deeply passionate about mentoring and guiding professionals in their data science careers, having supported over 50 individuals in achieving their goals. He is a frequent speaker at major technical conferences and workshops, where he shares insights on AI, Data Science, trust and safety, and automation. Srik’s dedication to fostering learning and innovation has made him a respected leader in the global AI and data science community.
Sessions
Looking Beyond the Data: Navigating the Challenges of Biased Samples
In the era of Large Language Models (LLMs) and AI-driven insights, the quality of data holds the key to business decisions. Yet, biased samples — often overlooked or underestimated — can lead to flawed conclusions, unreliable models, and a loss of trust in data-driven systems. This presentation examines the pervasive challenge of biased data samples and discusses key issues that data practitioners frequently encounter.