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rameshio/README.md

Ramesh Badugu

AI Agent Engineer · Full-Stack Developer · 3D Web
I build autonomous agents that actually do the work — and the interfaces people trust them through.

Portfolio LinkedIn Email Projects


About Me

Frontend developer turned AI builder. I spent my early career shipping UI for financial and enterprise web apps at Vanguard and Infosys, then went deep on agent systems — and now I build tools that plan, decide, and execute with a human in the loop.

  • 🤖 AI agents & orchestration — MCP tool servers, multi-tool agents, approval gates, local + hosted models
  • ⚙️ Automation workflows — n8n pipelines, LLM scoring, Gmail/Slack/Telegram as control surfaces
  • 🧱 Full-stack — React, Node.js, TypeScript, REST APIs, OAuth
  • 🌐 3D web — interactive Three.js experiences and motion-driven interfaces
  • 🎓 M.S. in Artificial Intelligence (in progress) · M.S. in IT Management
  • 📜 Anthropic Claude 101 · AI Fluency: Framework & Foundations
  • 🧠 I learn by building — every project here started as something I actually needed

Tech Stack

Languages

TypeScript JavaScript Python HTML5 CSS3

AI & Agents

Anthropic Claude MCP Ollama Agent Orchestration Playwright n8n

Frontend & 3D

React Three.js Tailwind CSS Vite

Backend & Infra

Node.js Docker SQLite PM2 Git


Featured Projects

A personal AI chief-of-staff you operate entirely from Telegram — no chat UI, no dashboard.

Igris runs locally and orchestrates real work across my inbox, browser, and job pipeline: Gmail summaries, job scouting, resume tailoring, and application tracking — all exposed as MCP tools.

  • Built as a Concierge Agent for the Kaggle × Google AI Agents Intensive capstone
  • Human-in-the-loop by design — never applies to a job, uploads a resume, or sends/deletes email without explicit confirmation
  • Structured into skills, specs, policies, tests, and evals so its behavior is testable and auditable
  • Node.js · TypeScript · MCP · Telegram Bot API · Gmail API / OAuth 2.0 · Playwright · Ollama (gemma3:4b) · PM2

🔨 AgentForge Studio · in development

An open-source, local-first desktop + CLI workspace for AI-assisted coding — bring your own model, bring your own agent.

Most agent IDEs lock you to one vendor. AgentForge treats models, agents, and tools as pluggable through a shared Agent Protocol, with a permission engine that keeps risky actions gated behind you.

  • Pillars: bring-your-own-model · bring-your-own-agent · local-first · human-in-the-loop permissions
  • Monorepo: desktop app, CLI, and a shared agent core
  • Planned stack: Tauri 2 · Rust · React · TypeScript · Monaco · xterm.js · SQLite

🧠 memvana

Universal data ingestion and persistent memory for AI agents.

Give an agent long-term memory over your own files and knowledge. Ships with a CLI, a knowledge-graph builder, and Claude Code skill integration.

  • Python · Knowledge graphs · CLI · Claude Skills

⚡ Job Search Automation Pipeline

A fully automated daily job pipeline built in n8n — scrape, score, tailor, deliver.

Runs on a morning trigger: pulls my resume, builds targeted search URLs, scrapes listings, ranks them with two-stage LLM scoring, generates an ATS-optimized resume per role, and delivers the digest by email with approvals routed to Telegram.

  • n8n · Docker · LLM scoring · Scrapling · Google Drive/Docs API · Gmail · Telegram

An interactive 3D portfolio — motion, depth, and performance on the web.

  • React · Three.js · TypeScript · Tailwind

Current Focus

  • Building AgentForge Studio toward a first public release
  • Extending Igris into goal-loop autonomy — give it an objective, it iterates until done
  • M.S. in Artificial Intelligence — agent architectures, evaluation, and applied LLM systems
  • Open-sourcing more agent tooling: MCP servers, Claude skills, and reusable automation blueprints

GitHub

GitHub stats Top languages


Let's Connect

I'm open to roles and collaborations in AI engineering, agent systems, and applied LLM products.

Portfolio LinkedIn Email

Pinned Loading

  1. igris-ai-commander-capstone igris-ai-commander-capstone Public

    Telegram-based personal AI commander for Gmail summaries, job scouting, approvals, and safe human-in-the-loop automation.

    TypeScript

  2. memvana memvana Public

    Universal ingestion ? knowledge graph ? persistent memory. One tool that turns anything into a queryable graph that remembers.

    Python 1

  3. rameshio rameshio Public

    GitHub profile README

    1

  4. rameshbadugu-portfolio rameshbadugu-portfolio Public

    JavaScript