Timeline

Building enterprise agents.

Facilitated discussions on AI risk, safety strategy, governance and evaluation.

Talk on entry-level roadmaps for new graduates, AI-based research, and AI-led software development.

Four-day workshop taking first-year students from the basics through to building a Wordle game.

Facilitated small-group discussions on how AI is reshaping everyday life: the risks it introduces, and the shifts in power and social dynamics that come with it.

Built an extractive QA system for Nepali, with Nepali translations of SQuAD 1.1 and XQuAD for benchmarking. Translation-invariant tokens lifted span retention from 50% to 93%, and the best model reached 72.99 EM / 84.13 F1 on XQuAD-Nepali. Datasets and code released publicly.

Built the multi-agent orchestration layer behind customer-facing chat agents for business and customer service, serving over 100,000 customer queries.

Built retrieval-augmented generation over financial documents using LlamaIndex.

Researched Transformer-based vision models.

Led a team of 13 undergraduates across 5 underserved rural communities in eastern Nepal, reaching 13 schools and roughly 2,000 students with sessions on internet safety and cyber law.

Designed and taught software engineering fundamentals and machine learning algorithms to over 100 students.

Taught electronics fundamentals through to advanced microcontroller programming.

Organised and ran 5+ technical workshops and community outreach events.

Coursework in artificial intelligence, big data, enterprise computing and statistics.