01 · Philosophy
Software should do more than
look intelligent. It should
survive contact with reality.
I care about the invisible details: system boundaries, failure modes, latency, and the final five percent that turns working software into a dependable product.
02 · Experience
Founding SDE Intern · Full-Time
Major contributor to a production AI pipeline that automates the end-to-end generation of high-fidelity reinforcement-learning environments and benchmark tasks for frontier LLMs and VLMs—a core deliverable supporting $1M+ in monthly recurring revenue.
Teaching Assistant · Part-Time
Mentored students across core computer-science subjects, evaluated programming work, and translated difficult technical ideas into clear, practical mental models.
03 · Selected work
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Mobile · full-stack · geospatial
Live on the App Store
A privacy-first iOS utility for batch converting, compressing, and resizing HEIC, PNG, JPG, WebP, and PDF files—with automatic metadata stripping and zero uploads.
Its conversion pipeline pairs a React Native interface with a custom Swift module built on Apple ImageIO, including native and JavaScript fallback paths.
Deployed
A full-stack bill-splitting platform that reduces the number of settlements between friends using graph-based net-balance optimization.
Includes JWT authentication, persistent groups and expenses, and a minimum-transaction algorithm inspired by the classic Minimum Cash Flow problem.
Prototype
A rescue-coordination platform for locating and assisting disaster victims with high accuracy through geolocation APIs and custom triangulation logic.
The product combines SOS triggering, safe-zone mapping, and a live operational dashboard for rescue teams.
04 · Toolkit
AI pipelines, evaluation systems, automation and backend orchestration.
Native-feeling mobile and web experiences designed around actual user constraints.
APIs, databases, cloud deployments and the observability required to trust them.
05 · Proof of work
Consistency compounds. These numbers are snapshots of a much longer habit: understand the system, test the edge cases, and keep iterating.
@jaivardhan
@jvr06
Competitive programming
9.31 CGPA
06 · Open channel
