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vinothhacks/README.md

Vinoth N banner

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About Me

name:        Vinoth N
role:        Full Stack Developer
location:    Chennai, India
focus:       [ Python, React, Node.js, ML, MCP servers ]
currently:   Driving ChatGPT & Claude through MCP for end-to-end automation
learning:    Advanced React patterns, AWS/Azure, applied ML
fun_fact:    "Every day is a learning opportunity."
  • I build full-stack apps (Python / Django / Node.js / React) and explore Machine Learning end-to-end.
  • I automate GitHub, LinkedIn and LLM chat workflows using MCP (Model Context Protocol) servers.
  • I love clean repos, tested code, and reproducible setups.
  • I plan to write about MCP, automation, and ML -- coming soon.
  • Reach me on LinkedIn or via my GitHub profile.

Tech Stack

frontend / backend stack
data / devops stack
ml / cloud stack

Featured Projects

graphforge-neo4j
stars forks language last commit

Turn Git repositories and relational databases into a Neo4j knowledge graph, queryable over MCP.

agentforge
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OpenRouter-first PDF-folder agent. Hybrid FTS5 + vectors. PDF extract benchmark on public documents.

overseer
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Give your AI coding agent a built-in supervisor: four guardrails (security, accessibility, validation, data-loss), technical-debt tracking, and plain-language traffic-light reports. Works with Claude Code, Cursor, and more.

naoh
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book-to-skill — turn a PDF/MD/DOCX book into a Claude Code skill (skill mode + provider-agnostic API mode).

agentic-edge-platform-lab
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Self-service internal platform for edge/load-balancing infrastructure with FastAPI, async workers, dynamic Envoy config, and agentic AI. Educational but production-style.

kairos
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kairos picks the right LLM technique for any task by querying a curated wiki of agent patterns - RAG, ReAct, Reflexion, and 17 more. Karpathy LLM Wiki + rule-based selector + 3 working runners. Zero API keys (routes through llm-mcp).

This block is auto-refreshed daily from my real public repos by .github/workflows/featured.yml (runs scripts/update-featured.js).

Want the story of how this profile is built? See GUIDE.md and BUILD-GUIDE.md.

GitHub Stats

GitHub Stats

Streak Stats

Top Languages

Trophies

Contribution Graph

Daily Quote

Walking on water and developing software from a specification are easy if both are frozen. --- Edward V. Berard

This card is auto-rotated daily by .github/workflows/quote.yml.

Contribution Snake

contribution snake

Generated daily by .github/workflows/snake.yml. The first run will populate the output branch.

How This Profile Is Powered

This README is maintained with MCP servers running through Cursor:

  • user-github MCP -- creates branches, commits files, opens PRs, runs releases.
  • user-linkedin MCP -- fetches profile context and lets me cross-post project highlights.
  • user-llm-mcp -- drives ChatGPT and Claude via stealth Playwright (Patchright) for content drafts and code reviews.

See GUIDE.md and BUILD-GUIDE.md for the full step-by-step playbook (badges, dynamic widgets, GitHub Actions, MCP automation).

On LinkedIn

Vinoth Nagarajan — Software Engineer @ Solverminds · Chennai, India Transforming data into actionable insights with Python, TensorFlow, Machine Learning, and PostgreSQL.

  • Building scalable data pipelines + automation for maritime logistics (vessel schedules, AIS, ETA prediction with RNNs).
  • 3+ years on Python / Django / PostgreSQL; currently driving ChatGPT & Claude through MCP for end-to-end automation.

Recent posts:

  • Ascend AI — learn AI by thinking, not just using (15 tracks, 279 modules, zero video) — read
  • Overseer — a built-in supervisor for your AI coding agent (open source) — read
  • Kairos is live on PyPI — pip install kairos-agent — read

Connect: linkedin.com/in/vinoth-nagarajan1

Connect With Me

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Popular repositories Loading

  1. Web-Development Web-Development Public

    Config files for my GitHub profile.

    CSS

  2. PythonSpark-Igniting-Ideas-with-Python PythonSpark-Igniting-Ideas-with-Python Public

    Explore PythonSpark's intermediate-level Python scripts, crafted to fuel creativity and drive innovation. Elevate your projects with diverse code snippets. Unleash your potential with PythonSpark.

    Jupyter Notebook

  3. vinothhacks vinothhacks Public

    Profile README showcasing projects across GitHub & LinkedIn — driven by MCP automation.

    JavaScript

  4. Hello-World Hello-World Public

    Forked from octocat/Hello-World

    My first repository on GitHub!

  5. mcp-sandbox-2605 mcp-sandbox-2605 Public

    Throwaway sandbox for MCP write-tool live testing. Will be deleted.

  6. kairos kairos Public

    kairos picks the right LLM technique for any task by querying a curated wiki of agent patterns - RAG, ReAct, Reflexion, and 17 more. Karpathy LLM Wiki + rule-based selector + 3 working runners. Zer…

    Python