Build what outlasts.
Experience
Work
AI R&D Engineer
Autonomous Systems Engineer
Data Engineering Intern
Selected work
Projects
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.
Decodra — Confidence-Aware Decoding
Confidence-aware constrained decoding: schema-valid LLM output with per-field confidence scores drawn from inference mechanics, not self-reporting.
ChabaCrunch — Restaurant Analytics
A restaurant analytics pipeline crunching millions of transactions into forecasts and ML-driven insight.
Planetary Explorer — NASA Space Apps
AI-powered planetary visualization unifying NASA and USGS imagery with semantic search and zoomable exploration.
MLOX — Augmented Lox in C
A bytecode-interpreted language in C, extending Lox with OOP primitives, native methods, and file I/O.
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.