Hi, I'm

Rishi Praseeth Krishnan

I build AI systems that remember. Cognitive runtimes,
MCP tooling, and a shipped SaaS — all from scratch.

View My Work Resume PDF Get In Touch
01

About

I got obsessed with one question: why do AI agents forget everything between conversations?

That question turned into HCR — a 20K-line cognitive runtime with 40+ MCP tools. Then TARS, an auditable agent with a Bayesian personality system. Then GitPulse, FixMyPrompt, and a dozen more things I couldn't stop building. B.Tech CS at MITS, but most of what I know came from shipping at 3am and debugging production at 7am.

I optimize for shipping, not for resume padding. If it doesn't run, it doesn't count.

0 MCP Tools Shipped
0 Token Savings (HCR)
0 Sentinel Accuracy
0 Live Product
02

Focus Areas

AI-Native Architecture

Designing systems where AI is the core runtime — not a bolted-on feature. Persistent state, structured reasoning, auditable decisions.

Multi-Agent Orchestration

Compiling human intent into executable multi-agent workflows. Role matching, quality scoring, and reactive execution with rollback.

MCP Integration

Building Model Context Protocol servers that give AI agents structured access to developer tools, memory systems, and git intelligence.

Stateful Reasoning

Making AI reasoning persistent and resumable. Cognitive state objects, causal event replay, zero-latency context restoration.

Developer Tooling

CLI tools, quality gates, and intelligent automation for the AI-assisted development workflow. Making developers faster without losing control.

Correctness-First Design

Test suites, type safety, deterministic pipelines. Building systems that are provably correct — not hopefully correct.

Python / TypeScript / Next.js / React / FastAPI / Flutter / Claude API / MCP SDK / PostgreSQL / Redis / Supabase / Docker / Groq / Neo4j / Python / TypeScript / Next.js / React / FastAPI / Flutter / Claude API / MCP SDK / PostgreSQL / Redis / Supabase / Docker / Groq / Neo4j /
03

Featured Projects

AI Memory Engine v0.4.0 Active

Hybrid Cognitive Runtime

Persistent AI agent memory system using causal event replay. Agents never repeat the same mistake twice — 40+ MCP tools, 41% token savings vs stateless baselines.

Python FastAPI MCP 40+ MCP tools 200+ commits
SaaS LIVE

FixMyPrompt

Production SaaS transforming vague ideas into professional prompts. ELO gamification, 561+ challenges, 18-module academy, payments.

Next.js 16 Gemini Supabase fixmyprompt-five.vercel.app
Dev Tooling Paused

GitPulse

AI-powered Git guardrails. MCP server with 10+ tools, CLI with React Ink, Next.js dashboard. Convention learning from commit history.

TypeScript Next.js MCP 10+ MCP tools
AI Agent Active

TARS

Self-hosted AI agent with a visible, auditable brain. Bayesian genome system, hash-chained action ledger, multi-tier model router with cost receipts.

Python SQLite 37 test files 100% auditable
Full-Stack 110+ files

Sonder

Discord community OS with 70+ commands, React web dashboard, virtual economy, automated moderation, music streaming, and sentiment analysis. All behind a deceptively empty README.

Node.js React PostgreSQL Redis
Computer Vision 3rd Place

Sentinel

Real-time piracy detection with dual-mode fingerprinting. Video pHash + audio mel-spectrograms. 95% accuracy, <90s enforcement window.

Python OpenCV React Groq

Other Notable Work

Intent Compiler

Transforms goals into multi-agent execution plans. 6-dimensional quality scoring.

Next.jsTypeScriptAI Orchestration

FoodChain Ideation

Adversarial stress-testing with 64 animal agents. Shipped Claude Code plugin suite.

Claude PluginShipped5 Skills

Veridock AI

Privacy-first invoice automation for Indian CA firms. Multi-language OCR.

FastAPIClaude HaikuSupabase

Attendance Engine

BLE proximity mesh for passive attendance. Anti-spoofing liveness detection.

FlutterBLENode.js

Expenso

AI-powered group expense tracker with NLP Magic Bar. 187+ tests, CI/CD.

FlutterGroqSupabase

ObsidianBridge

Real-time GitHub-to-Obsidian sync with AI tagging. Desktop app with system tray.

PythonOllamaDesktop

CodeSense AI

Transforms codebases into queryable Neo4j knowledge graphs with NL interface.

FastAPINeo4jTree-sitter

LiteCPU16

Minimal 16-bit single-cycle CPU in Verilog. Harvard architecture, 5-instruction ISA.

VerilogHardwarev1.0.0
04

Experience

Jan 2026

3rd Place — ACM Nexus Hackathon

Sentinel (Team RRR)

Built a real-time piracy detection system in 24 hours. Dual-mode fingerprinting — video pHash + audio mel-spectrograms — achieving 95% accuracy with enforcement under 90 seconds.

2025 — Present

Freelance AI Engineer

Veridock AI

Privacy-first AI document automation for Indian CA firms. Designed the multi-language OCR pipeline and Claude Haiku integration from scratch. Shipped, in production.

May 2024 — Aug 2024

Backend Developer Intern

Soften Technologies

Python and JavaScript backend engineering on production systems. API design, database schema work, deployment pipelines.

05

Let's Build Something

I'm looking for internships, collaborations, and interesting problems. If you're building something where AI is the product — not the pitch deck — let's talk.

Say Hello Download Resume