nvm_$k>!a

// ▮

'I build the backend that keeps your LLM from embarrassing you in production.'

Download resume ↓Email ↗

Hi, I'm Aryan. I enjoy solving problems and challenging myself to think differently.

I aim to build systems, that real people use. Hopefully a product of my own some day.

'Day to day I reach for Python, Typescript and GO for backends, Next.js and React when the UI needs to be real.'

Studied at
IIT Roorkee
Interested in
Artificial Intelligence
Based in
Roorkee
Open to
Full-time · Internship · Freelance

Selected work.

Campus Brain

Campus Brain

live

A unified campus intelligence dashboard for IIT Roorkee that combines a modern Next.js frontend, an Express-based orchestrator, and independent MCP servers for library, cafeteria, events, and academics. The AI assistant routes user questions to the right campus source in real time and streams the answer back to the browser.

MCPOrchestration
Live \u2197Source \u2197
Repo Analyzer

Repo Analyzer

2026
building

A tool that scans a local Git repository, maps out how its files depend on each other, and renders the whole thing as an interactive, draggable graph with AI-generated summaries on click.

PythonFastAPILLMReact
Auditor

Auditor

2026
live

Support Integrity Auditor (SIA) is an intelligent ticket-auditing platform designed to identify Priority Mismatches in customer support workflows. The system analyzes ticket metadata, resolution patterns, and textual signals to determine whether the assigned priority accurately reflects the underlying severity of the issue.

ReactFastAPIPythonNumpyPandasPytorch
Server Proxy

Server Proxy

2025
archived

server_proxy is a powerful and flexible proxy server designed to handle HTTP, HTTPS, and TCP traffic efficiently. It integrates protocol detection, secure tunneling, and connection management to provide a seamless proxy experience for developers and network engineers.

GOHTTP/HTTPSCLI
TwinMind AI

TwinMind AI

2025
live

A real-time AI meeting copilot that listens to live audio, transcribes speech via Whisper, and continuously surfaces three contextual suggestions based on what is being said. Clicking a suggestion opens a detailed answer in a streaming chat panel.

ReactNodeLLM

Where I've been building.

  1. Handshake AI logo
    Aug 2026 — Present·Full-time·Remote

    AI Agent Evaluation Engineer

    Handshake AI ↗

    Stress-testing autonomous coding agents with repo-level tasks, sandboxed environments, and behavioral verifiers.

    • —Designed repository-level software engineering tasks to stress-test autonomous coding agents across real workflows.
    • —Built Docker-based environments and behavioral verifiers to evaluate agent-generated code.
    • —Analyzed execution traces to identify implementation errors, edge-case failures, and reward-hacking behavior.
    • —Iterated on task specifications, test suites, and evaluation criteria based on agent trial results.
    PythonDockerGitLinuxHarbor
  2. FlyRank logo
    Jun 2026 — Aug 2026·Internship·Remote

    Backend AI Intern

    FlyRank ↗

    Shipping internal AI tooling — CI triage automation and a multi-agent PR review pipeline.

    • —Built an MCP server over the GitHub Actions + Slack APIs that parses failed CI logs, extracts root cause, failing commit, and author, and posts structured triage alerts.
    • —Designed a multi-agent PR review pipeline: an orchestrator fans each diff out to specialized agents in parallel and aggregates their findings into one review.
    • —Wired the pipeline into GitHub via webhooks to post inline PR comments, deduplicating overlapping findings across agents.
    PythonMCPGitHub ActionsSlack APIMulti-agent
  3. KDE logo
    Jan 2026 — Mar 2026·Internship·Remote

    SoK Mentee

    KDE ↗

    Rebuilding mentorship.kde.org to modernise onboarding for thousands of new contributors.

    • —Complete restructuring of mentorship.kde.org with a modern, accessible design system.
    • —Directly impacts thousands of students by streamlining their first steps into the KDE community.
    • —Built with Hugo (Go) — templating, content architecture, and CI-driven deploys.
    GoHugoWeb Development
  4. Inspektor Gadget logo

Writing.

Workings At KDE, as a SOK Mentee

hugoopen source
Mar 2026
3 min

Exploring LLM Observability with SIGNOZ

llm observabilityopen source
Jul 2026
8 min
All posts \u2192

Let’s build something good.

'If you're working on something interesting in the AI space, or just want to talk systems, I'm always happy to chat.'

aryanrai746@gmail.com \u2192
github@ask-elad↗linkedin/in/aryan-rai-222442293↗twitter@ask_elad↗