BuildRecord

Competitive-programming learners navigating fragmented practice sources.

Problem discovery, repetition, execution, and tutoring live in separate workflows.

A unified practice system with adaptive hints, spaced repetition, sandboxed execution, and multilingual voice tutoring.

Led product direction, technical execution, team coordination, pitch, and submission.

Shipped as a working learning product for the AWS Kiro builder cohort.

Responsive web application and conversational learning interface.

Players looking for an immediately understandable voice-native game.

Voice interfaces are usually treated as commands, not as expressive play mechanics.

A bilingual platform adventure that maps microphone pitch to movement from bass to soprano.

Led mechanic definition, interaction design, technical integration, team delivery, and submission.

Shipped as a playable browser experience for a voice-AI builder program.

Browser game with real-time microphone analysis in English and Hindi.

Production teams working with large, high-value recorded video archives.

Finding usable moments across footage is slow, inconsistent, and dependent on manual recall.

A retrieval workspace that turns creative briefs into ranked, production-usable archive selections.

Led product scope, retrieval architecture, workspace experience, team coordination, and pitch.

Delivered a production-oriented SaaS prototype with authenticated workspace and source flows.

Multi-tenant web SaaS with archive search and production handoff.

Interactive-story and creative-technology audiences.

Procedural systems often demonstrate mechanics without creating authored emotional texture.

An original real-time 3D story where procedural staging and cinematic direction share one runtime.

Led creative direction, systems design, technical execution, team coordination, and showcase delivery.

Shipped as a public real-time procedural storytelling experience.

Browser-based interactive film and creative-technology showcase.

Developers who need local, inspectable question answering over technical PDF corpora.

Document answers need specific page citations, portable providers, and measurable retrieval quality.

An MCP server with PDF and curated-QA retrieval, grounded synthesis, provider portability, and evaluation.

Led product requirements, retrieval architecture, evaluation strategy, team execution, and submission.

Validated on 38 curated Q&A pairs, with page-correct citations in five hand-checked cases.

Locally runnable MCP developer tool and evaluation harness.

Balcony gardeners making care decisions from noisy, incomplete local readings.

Single sensor values are uncertain and generic advice ignores trends, contradictions, and context.

Local sensor fusion converts garden evidence into prioritized, explainable care actions.

Led product framing, hardware-software architecture, interaction design, team execution, and demo.

Shipped a public reference implementation with dashboard, evidence trail, and hardware documentation.

Local-first hardware and web dashboard with SQLite trend history.