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 lingering on the interdisciplinary nature of things, wondering whether everything I do is quietly linked beneath the surface. A web of ideas, habits, and abstractions stitched together by a human mind that can't help but search for continuity. As I work, I keep circling the same question: how does the mind comprehend at all, and how does this bit-based machine manage to approximate something so profoundly human? It mimics us convincingly, yet operates from a foundation that is entirely foreign.
Translating human intuition into computational form has become the most challenging part of my process. Building agentic workflows forces me to confront that gap directly, aligning human approaches with systems that do not think, feel, or hesitate. The difficulty isn't technical so much as conceptual, shaping intent into something a machine can execute without stripping away the nuance that made it meaningful in the first place.
Sonically or musically if you may, my habits have shifted alongside my routines. I've moved away from droning soundscapes toward something more immediate and energetic as my days grow more active. Lately, I've been drawn to dense, 808-heavy, almost sinister production, the kind that arrives without warning, Metro Boomin occupying much of that space. 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.