A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
CV
AI/ML Engineer + Researcher focused on grounded LLM systems in high-stakes domains.
Experience
Roles and impact across applied AI, LLM systems, and research.
Industry experience
Building trustworthy AI systems for finance workflows — grounded generation, evaluation, and monitoring.
Portfolio
Selected systems and applied research projects (high-level public summaries).
Publications
Peer-reviewed papers and workshop publications across LLM agents, evaluation, and applied AI.
Research experience
Trustworthy AI research across LLM evaluation, participatory design, and health applications.
Teaching
Courses, mentoring, and educational materials.
Posts
portfolio
Unified RAG pipeline for investment intelligence
Modular claim-first retrieval + grounded synthesis powering chat, memo generation, and research pages.
Few-shot medical research classifier (200k records)
Automated classification with 93% human-machine agreement and a precision-first abstention strategy.
Real-time market monitoring pipelines
Operational health monitoring to reduce incident detection time and improve reliability at infrastructure scale.
takeaways
Why Technology Alone Does Not Solve Business Problems
Published:
Technology is an enabler — value comes from aligning AI systems to users, decisions, and workflows (and measuring failure).
talks
Concordia Contest NeurIPS 2024 — LLM-based Multi-Agent Cooperation
Published:
Research project on LLM-based agents in mixed-motive social dilemma environments, focused on cooperation, generalization, and experimental evaluation using Concordia.
AI Otherwise Workshop — Trustworthy Personal AI Agents
Published:
Workshop activity on participatory and speculative approaches to trustworthy personal AI agents, focused on human preferences, co-creation, and deployment infrastructure.
Citizen-Centric Artificial Intelligence Systems (CCAIS) Workshop 2025 – Multi-agent Negotiation Lightning Talk
Published:
Lightning talk on how LLM-based agents can support cooperation, conflict resolution, and collective outcomes in multi-agent negotiation settings using Concordia.