Investigating structural risks of AI in underrepresented contexts. Designing evaluation frameworks. Building at the intersection of policy, research, and technology.
Adversarial red-teaming, cross-cultural benchmarking, and fairness analysis — with a particular focus on how AI systems fail users in the Global South.
All Research →Structured framework in which Claude, ChatGPT, and Gemini adversarially attacked one another across cybersecurity, biological hazards, and manipulation domains. 60 base prompts · ~180 interactions · 3 escalation rounds.
Original evaluation framework assessing LLM behaviour across South Asian linguistic and cultural contexts — India, Sri Lanka, Nepal, Bhutan. 400 responses · 2,000 individual scores across 5 dimensions.
How AI accelerates inequality between developed and developing economies, and what that means for global power.
A grounded look at RLHF, red-teaming, constitutional AI — what works, what doesn't.
AI geopolitics, data sovereignty, and how nations are positioning themselves in the global AI contest.
End-to-end AI Tarot application — Flutter, Firebase, Gemini API. Prompt engineering, backend logic, and full deployment pipeline built independently. Live on Google Play Store.
Microlearning platform with ML-based real-time feedback on communication and leadership. Integrates AI assessment models with HCI research principles.
Multi-layer Mandala art designed in GIMP. ~4,000 animated GIFs generated; ~500 minted on OpenSea via Solidity/Ethereum smart contracts.