
Shreya Singhal
Shreya Singhal is an Applied Generative AI Research Scientist at Claritev, where she works on building and optimizing large-scale AI systems with a focus on LLMs, multimodal models, and AI agents. She holds a Master’s in Computer Science from the University of Texas at Austin and has prior experience across industry and research roles at organizations such as Dell Technologies, Charles Schwab, and IIIT Hyderabad. Her work spans retrieval-augmented generation, prompt engineering, and deploying production-grade AI pipelines, with a passion for advancing the infrastructure that powers generative AI.

Assaf Gad
Assaf Gad is the Chief Strategy Officer and General Manager at Intuition Robotics, focusing on bridging the gap between technology and real-world challenges, particularly for vulnerable populations. A seasoned product leader, Gad's career is driven by a passion for creating innovative user experiences using cutting-edge technology, creative problem-solving, and business insight.
With extensive experience in both hardware and software product development, Gad has led teams from ideation to market, emphasizing meaningful technology. He uses storytelling to connect technology with people, highlighting the interplay between user experience, innovation, and consumer brands.
Gad has a history of pioneering new user experiences. At N-trig, he introduced digital writing technologies that led to its acquisition by Microsoft for the Surface portfolio. At PointGrab, he integrated computer vision solutions into devices by Samsung, TCL, and Lenovo. Prior to Intuition Robotics, he led marketing and strategic partnerships at Audioburst and mentors startups at Techstars Barclays Accelerator in Tel Aviv. He also held leadership roles at Powermat Technologies, modu Mobile, and Telmap Ltd (acquired by Intel). Gad holds a BSc. in Computer Science from The Interdisciplinary Center Herzliya.
Part I: Establishing PI benchmarks is highly complex
