I'm a Founding Engineer & AI Lead at Storefox.ai, building production multimodal LLM systems for retail intelligence.
Alongside engineering, I work on technical AI safety research — particularly AI control, agent security, model evaluations, chain-of-thought faithfulness, and model misalignment.
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🛡️ Janus — Open-source security framework for LLM agents, enforcing least-privilege policies at the tool-call boundary. Presented at Black Hat Arsenal, SecTor 2026.
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🧠 Multimodal CoT Faithfulness — Whitebox Research study investigating how faithfully models explain their reasoning across text and image inputs.
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🔍 LLM Self-Recognition — Replication experiments exploring whether language models recognize and prefer their own generations.
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⚙️ Transformer from Scratch — A modular PyTorch implementation of the original Transformer architecture.
- AI control and monitoring autonomous agents
- Reasoning vs. agent-trace monitorability
- Shutdown resistance and emergent misalignment
Tools I reach for: Python · PyTorch · LLMs · AWS · Docker · Git
Portfolio · LinkedIn · Technical Writing · Substack
>>> ishita.generate("Can we work together?")
'Yes! LinkedIn or email are the fastest ways to reach me.'Usually reading, listening to music, or wondering whether an LLM's explanation explains anything at all.