Work
Software engineer at Amazon, working on developer tooling and builder experience. Since I can't show the work itself, here's a running collection of projects built on weekends, covering the mobile, infrastructure, developer tooling, and AI work I've spent the most time on.
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Featured Projects
Web App · iOS App · CLI
Flavor Notes
A flavor-first coffee tasting journal, shipping on web and iOS. The web app is built with React and TypeScript on a Supabase backend; the iOS version in SwiftUI. The flavor wheel is a three-level drill-down across 120+ tags, backed by a correlation engine that surfaces which flavors track with higher ratings over time.
It also ships a CLI built for AI assistants and terminal diehards. Natural language input means you describe the coffee and it figures out the rest, so it works with Claude Code, Cursor, and Copilot, supports voice, and exports to Obsidian, CSV, or JSON.
Multi-turn attribution
turnback
Python library for causal turn attribution in multi-turn LLM conversations. When a conversation fails, it scans from the start to find the earliest violating turn, so you review 1-2 candidates instead of the entire trace. Integrates with Langfuse and LangSmith.
Voice eval review queue
eval-review-queue
Sampling and review system for AI voice agent conversations. Ingests test results via webhook, surfaces transcripts for human annotation across dimensions like naturalness and intent understanding, and generates new test cases from labeled failure modes.
AI model ranker
modelwho
Go CLI for navigating the AI model landscape. Scores and ranks models across cost, context window, reasoning, and tool-use support using weighted priorities you set. Covers 1,500+ models via models.dev with a 24-hour local cache and offline fallback.
Curated engineering gists
gist.github.com/nehasriva
Standalone snippets across the things I work on most. A few highlights are platform engineering gists for CI/CD, infra, and monorepo patterns, product craft gists for the testing and quality work, and AI engineering gists covering LLM evals, agents, and MCP.
Let's Work Together
Interested in collaborating or have a project in mind? I'd love to hear from you.
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