Supriya Raman
IBM watsonx Labs - AI Engineering Head
Bengaluru, India
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As the data leader, I am passionate about making AI real for the digital customers and transforming the business processes with data, advanced ML & deep learning algorithms. I have close to 18 years of experience in delivering innovative and impactful solutions for various banking sectors and retail & consumer goods. My core competencies include AI strategy, data science, NLP, Generative AI and process automation and optimization through global AI platforms.
I am driven by the vision of empowering the data science community and creating a culture of learning and collaboration. Some of the volunteer roles are Google Women Techmaker Ambassador, IEEE ICWITE Core Member. Juror for AnitaB.org GHCI event 2024.
Some of my recent accolades in field of Data Science and AI are Digital Leader of the Year 2024 - UBSForums, Tech DE&I Leader Award 2024 - Analytics India Magazine, AI & Data Science Leader of the Year 2023 - womentech Network, Minsky Award of AI Excellence 2023 - GCC AI Visionary Award, Women in Tech/Product 2023 - herKey
Area of Expertise
Topics
Unlocking the Power of Multimodal Agents: Moving Beyond Text to Visual, Audio, and Interactive Intel
In this session, we will explore the groundbreaking advancements in multimodal AI and the emerging role of intelligent agents that integrate diverse forms of communication, including text, images, audio, and more, to create richer, more dynamic user experiences.
Unlocking the Power of Multimodal Agents: Moving Beyond Text to Interactive Intellegence
In this session, we will explore the groundbreaking advancements in multimodal AI and the emerging role of intelligent agents that integrate diverse forms of communication, including text, images, audio, and more, to create richer, more dynamic user experiences. Traditionally, AI systems have relied on a single modality—typically text or voice. However, the future lies in combining these modalities to unlock more sophisticated, intuitive, and human-like interactions.
Join me to learn how multimodal agents are revolutionizing the future of AI and interactive intelligence.
Unleashing Data's Voice with Generative AI to Unlock Deep Domain Insights
Generative AI empowers us to transform raw data into actionable insights, revealing patterns and trends that drive informed decision-making. By going beyond traditional analysis, we can dive deep into domain-specific knowledge, unlocking opportunities and innovations.
Securing the Future: Addressing Bank Breaches with Gen AI Solutions and Governance Metrics
Session presenting on bank breaches, incident details, gen ai solutions and goverance metrics
Building Generative AI Applications
Workshop Topic: Building Generative AI Applications
• Natural Language Processing - Understanding Text
• Evolution of NLP Algorithms – Pre and Post Generative AI Era
• Transformers Architecture - Encoder - Decoder Models
• Generative AI Life Cycle
• Prompt, RAG, Fine-Tune and RLHF
• Use Cases of Generative AI
• Evaluating LLM - Building Responsible AI
• Architectural Considerations
• Gen AI Applications – Across Domain
• RAG Use Cases
• Multimodal RAG Use Cases
• Demo – Hands-On
Building Generative AI Applications
• Natural Language Processing - Understanding Text
• Evolution of NLP Algorithms – Pre and Post Generative AI Era
• Transformers Architecture - Encoder - Decoder Models
• Generative AI Life Cycle
• Prompt, RAG, Fine-Tune and RLHF
• Use Cases of Generative AI
• Evaluating LLM - Building Responsible AI
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