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Achievements

Achievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw

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Jayanth-MKV/README.md

Jayanth MKV personal profile banner

Hi, I’m Jayanth MKV

AI Systems Engineer building agent infrastructure, developer tools, and applied multimodal systems.

LinkedIn · X · Newsletter · Contact

I like turning ambitious AI ideas into systems people can inspect, run, and improve. My current work spans data and business-intelligence agents, RAG-powered information pipelines, backend architecture, and delivery automation.

What I’m working on

  • Local-first developer tools that make AI coding systems more observable and predictable.
  • Agent platforms combining MCP, RAG, structured data, and reliable backend services.
  • Multimodal systems for speech, vision, video understanding, and human-centered AI.

Selected work

Project What it does Explore
AIScope Audits Cursor, Claude Code, Copilot, and AGENTS.md instructions for stale, conflicting, and scope-mismatched rules. Local-only and deterministic. Source
Open Agent Search Gives MCP-capable agents web, image, video, news, book, and page-content search through one self-hostable service. Source · Docs
Cement Plant AI Optimization Hackathon prototype combining a real-time dashboard, FastAPI, LangGraph, Gemini, PostgreSQL, and MCP for industrial decision support. Source
Emotion2Vec Speech Emotion Detection FastAPI-based speech-emotion recognition project built around the emotion2vec model. Source

Research and writing

Toolkit

Primary tools: Python, Rust, TypeScript, Next.js, PostgreSQL, Docker, AWS, and GCP

FastAPI · LangGraph · MCP · RAG · PostgreSQL · Docker · AWS · GCP

A few milestones

  • B.Tech in Computer Science & Engineering with Honors; Gold Medalist and Best Outgoing Student.
  • Top-100 finalist at the Google Gen AI Exchange Hackathon 2025.
  • Smart India Hackathon 2023 national finalist and two-time national-level hackathon winner.
  • Mentored students and professionals through production-oriented AI projects and workshops.

Let’s build

I’m open to collaborating on agent infrastructure, developer tools, applied AI systems, and multimodal research. Reach me through LinkedIn or my contact page.

Pinned Loading

  1. chegg-enhancer-chrome-extension chegg-enhancer-chrome-extension Public

    Chegg Question Availability Chrome Extension

    JavaScript 7 2

  2. phishing-links-detection-model phishing-links-detection-model Public

    Phishing Link Detector Plugin

    Jupyter Notebook 1

  3. tinyc-compiler-from-scratch tinyc-compiler-from-scratch Public

    TinyC Compiler from scratch using lex,yacc,c++ -> code optimization and code generation.

    C

  4. travel-companion-app travel-companion-app Public

    Travel Companion is a full-stack web application. As the name suggests it is for everyone who has a knack for travelling and exploring. We often visit a place and share the pictures on social media…

    JavaScript