Use Cases of Power BI

About the speaker

Aakash has over 17 years of experience in driving business growth through advanced analytics and intelligence solutions, currently serving as a Growth Catalyst at Lenskart. He has a proven track record of successfully leading data-driven initiatives in pricing, sales, marketing, incentives, and strategic decisions across retail, FMCG, telecom, media, and e-commerce. Regarded as an expert in analytics, AI, automation, and management, he has spearheaded major projects with substantial financial impacts, including strategic pricing efforts yielding INR 125 crore annually and optimized omni-channel strategies increasing conversion rates and revenue by INR 25 crore per year.

Synopsis

In this interactive session, Krishna recounts his early career struggles after graduation before becoming an accomplished data scientist. He explains the concept of generative AI, algorithms capable of creating original synthetic content and leading models like DALL-E 2, GPT-3, and Stable Diffusion. Krishna then delves into real-world applications, walking through an end-to-end example of leveraging generative AI to build a solution. 

Starting with defining the problem statement of using generative art to automatically create product images, he details considerations like data preprocessing and process flow planning. 

Krishna fields audience questions about responsible use of generative AI and suggestions for those looking to enter the field. He advises focusing on fundamentals like data analysis and coding over buzzword technologies. 

With his personalized perspectives and actionable advice, Krishna successfully breaks down this leading-edge machine learning capability. Tune in to gain technical insights and career wisdom while also witnessing generative AI’s capabilities firsthand. Whether looking to leverage AI or get started in data science, this OdinTalk episode delivers insight for the innovative practitioner. Watch the full video to grab the insights.