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mirukullacode/README.md

Manjunath Irukulla

Software engineer building AI agents, developer tooling, and polished product UI, from research papers to shipped code.

Website · LinkedIn · X · Writing · Email


Featured: Tweenly

tweenly, the motion layer for shadcn/ui

tweenly is an open-source library of 60 animated React components for shadcn/ui, distributed as a shadcn registry. I designed and built all of it: the components, the docs site, and the tooling that ships them.

  • Live playground for every component. Every prop is a control, and the usage code rewrites itself as you tweak it, so you copy exactly what you tuned.
  • Charts that take real data. Nine chart types share one chart kit (scales, formatters, tooltips, legends) and accept plain row data, editable live in the docs.
  • Page-level motion that works with the Next.js App Router. Route transitions, page loaders, sticky-reveal footers, scroll storytelling and physics-based canvas confetti.
  • Built for adoption. One-command install through the shadcn CLI, a guided product tour, per-page share images, llms.txt for AI assistants, and analytics on installs.

Live site · Source · Changelog


Projects

Project What it is
IntentGate An MCP gateway that makes AI agents stick to what they said they'd do. The agent declares a plan, ArmorIQ signs it, and every tool call is checked against it, so a prompt-injected agent can't read your keys or post them anywhere. Works with any MCP client and ElevenLabs voice agents, with a Flight Recorder to replay every decision. Built in a week for the ArmorIQ × ElevenLabs hackathon. Live demo TypeScript · MCP · ArmorIQ · ElevenLabs
vaak Self-hosted, open-source speech-to-text for English, Hindi and other Indic languages: one Python API, CLI and server over six open-weight backends (Whisper, IndicConformer, Parakeet, wav2vec2, Vosk). Includes a benchmark harness where every number says where it came from, and a 14-part tutorial on how speech recognition works. Docs Python · Whisper · FastAPI
Argus An AI agent that investigates incidents, built for the SigNoz hackathon. It correlates telemetry, logs and traces with memory to reason about the root cause, instead of just surfacing raw signals. Python · LangGraph · OpenTelemetry
Tiny Stories A ~30M-parameter GPT-style language model trained from scratch on TinyStories. I wrote the transformer and training loop to understand how LLMs work beneath the API layer, then audited my own run and wrote up what I'd fix. Python · PyTorch
Bookeeda A startup I built in college, taken from idea through user research to product. Shortlisted for PIERC's incubation program from 4,500+ applicants.
Linkerly A workspace for organizing, sharing and analyzing URLs. Pre-launch.

Experience

Role Where
DevOps Engineer Onwe: infrastructure and engineering work across the stack
Technical Content Writer SigNoz: developer-facing technical content for a YC-backed observability company
DevOps & Open Source Lead Google Developer Student Club: ran technical sessions on developer tooling for students

Stack


AI / ML: PyTorch, scikit-learn, Pandas, NumPy, LangChain, LangGraph, Hugging Face, OpenAI and Anthropic APIs Frontend: React, Next.js, TypeScript, Tailwind CSS, shadcn/ui, Motion, GSAP Backend and infra: Node.js, Express, FastAPI, PostgreSQL, MongoDB, Redis, Docker, AWS, GCP, Linux Observability: OpenTelemetry, SigNoz, Grafana, Prometheus, Jaeger


Currently exploring: AI agents, RAG, distributed systems and developer tooling. Open to: software engineering roles in AI, developer tools and product engineering. Say hello.

Pinned Loading

  1. Tweenly Tweenly Public

    Beautifully crafted animated components. Tweak them live, copy the code, and own it. Built on Motion and GSAP, installed with the shadcn CLI.

    TypeScript 3 1

  2. Tiny-Stories---Small-Language-Model- Tiny-Stories---Small-Language-Model- Public

    A SLM built from the scratch using Pytorch and taking learnings from Tiny Stories Research paper

    Jupyter Notebook

  3. Argus---SigNoz-Hackathon-Project Argus---SigNoz-Hackathon-Project Public

    TypeScript 2

  4. Playlist-Exporter Playlist-Exporter Public

    JavaScript