
I am deeply obsessed with the mystery of machine cognition and finding elegance in complex data. I thrive in high-stakes research environments where I can push the frontiers of what AI is capable of achieving.
At a glance
Curated signals on strengths, focus areas, and how they can help.
Conducted advanced machine learning research within the rigorous academic and industrial environments of Google DeepMind.
Engineers cutting-edge neural architectures and deep learning models to push the boundaries of artificial intelligence.
Provides expert guidance on complex algorithm development and strategic technical roadmapping for emerging AI ventures.
🚀 Career trajectory
Foundational Conversational AI
Started at Walmart Global Tech building intelligent dialogue systems and NLU engines.
✦ NLU
✦ Data Science
Scaling Machine Learning
Joined Google to focus on reinforcement learning and model efficiency at scale.
✦ RL
✦ Scale
Pioneering Agentic Systems
Currently at DeepMind leading development of Gemini and autonomous agent benchmarks.
✦ Generative AI
✦ AGI Research
💪🏻 Superpowers
Agentic Architecture Design
Building autonomous systems that bridge reasoning and action
✦ Architecting complex agentic workflows for scalable model deployment.
✦ Engineering inference-time strategies to enhance reasoning benchmarks.
✦ Developing robust tool-use evaluation frameworks for autonomous agents.
LLM Optimization Strategy
Driving the frontier of model post-training and alignment
✦ Implementing iterative fine-tuning to improve response generation accuracy.
✦ Applying parameter-efficient reinforcement learning to optimize model behavior.
✦ Aligning model output with human preferences using advanced RLHF.
Research-to-Product Bridge
Translating academic AI breakthroughs into high-impact user experiences
✦ Translating abstract research concepts into production-ready Gemini features.
✦ Leading cross-functional teams to align research goals with market impact.
✦ Standardizing evaluation protocols to accelerate the feedback loop.
I'm excited about
✦ Exploring cross-disciplinary collaborations in emerging AI research communities.
✦ Connecting with experts to exchange insights on the future of AGI safety.
✦ Identifying high-impact opportunities for applying agentic systems in new domains.
I can help with
✦ Mentoring junior researchers on bridging the gap between theory and product.
✦ Providing technical audits on model fine-tuning and post-training pipelines.
✦ Advising on the development of robust evaluation frameworks for agentic behavior.
I would love your help on
✦ Finding new partners for collaborative research on long-context reasoning.
✦ Gaining perspectives on translating advanced AI capabilities into niche industrial applications.
✦ Learning about effective leadership strategies for high-performing, fast-paced research teams.