Build what outlasts.
Experience
Work
Member of Technical Staff
AI R&D Engineer
Autonomous Systems Engineer
Data Engineering Intern
Selected work
Projects
Hyoka — SOC Threat-Hunting Benchmark
An open-ended SOC benchmark built from real Windows attack telemetry, scored by F1 against Sigma-derived ground truth.
Vellum — Regulatory Filing Agent
An event-driven email agent that turns free-form filing requests into scraped UARB document packages and structured summaries.
Decodra — Confidence-Aware Decoding
Confidence-aware constrained decoding: schema-valid LLM output with per-field confidence scores drawn from inference mechanics, not self-reporting.
Symphony — Web Reliability Orchestrator
An LLM-first reliability orchestrator that drives real browser flows, evaluates them against typed assertions, and patches the app until it passes.
Planetary Explorer — NASA Space Apps
AI-powered planetary visualization unifying NASA and USGS imagery with semantic search and zoomable exploration.
Present
今Now
Then
Lately, I've been wondering how my interests connect and how much of that connection comes from my own need to find patterns. Working on agentic systems keeps bringing me back to questions about how people understand things and how computers approximate that understanding. I find it strange that a machine can imitate us convincingly while working so differently.
Translating human intuition into computational form has become the hardest part of my process. Building agentic workflows means making intent precise enough for a machine to execute while preserving the nuance that matters. For me, that conceptual work is harder than the technical implementation.
My listening habits have shifted with my routines. As my days grow more active, I've moved away from droning soundscapes toward dense, 808-heavy production that feels almost sinister and arrives without warning. I've been listening to a lot of Metro Boomin. Still, I can feel myself drifting back toward more somber R&B as the weather dulls and isolation creeps in, like Sampha waiting patiently in rotation.