Celebrum — Local-First Artificial Brain
AI INFRA // MCP
A local-first artificial brain combining a persona model, a neuron/synapse memory graph, a truth engine and a guardrail engine, shipped as CLI, GUI and an MCP server.
Engineering the next generation of Agentic Workflows and Educational Intelligence.
AI INFRA // MCP
A local-first artificial brain combining a persona model, a neuron/synapse memory graph, a truth engine and a guardrail engine, shipped as CLI, GUI and an MCP server.
MAS // RESEARCH
A multi-agent system that turns a research paper into a working prototype through an orchestrated pipeline of specialised research agents, so a PDF becomes runnable code.
AGENTIC AI // SAFETY
A consent-gated AI companion harness with a Sentinel authorisation authority, a Jātaka behavioural guardrail registry, consent continuity and T0–T6 conformance tiers.
AGENTIC AI // SWARM
S-AI v5.1 is a TypeScript multi-agent swarm with an MCP server builder, skill creator, neural knowledge mapping and 20+ AI providers, published to npm as @saikarun/s-ai.
RESEARCH // PERSONAL AI
Samvit (संवित्) is a local-first personal AI with one shared memory graph, five named profiles, a VISION accuracy marker and a ULTRON 14-check error-validation constraint. Python 3.9+, standard library only.
RESEARCH // VALIDATION
A standard-library-only validation engine that measures information-handling and neural-synthesis accuracy in data integration, and emits evidence-first research reports. JOSS-track research software.
AI INFRA // CONTENT
A React and Vite platform backed by ChromaDB for content creation, AI generation, knowledge management and model operations in one workspace.
AI INFRA // GENERATIVE
An AI-powered video creation and media production studio: a Next.js application for generating AI video and media content.
RESEARCH // MEMORY
Anvaya remembers the researcher, not just the research: a persistent, researcher-owned memory layer with personalised retrieval and evidence-backed RAG that cites its sources.
DEV TOOLS // PRIVACY
A browser-only product workspace that turns a raw idea into professional documents — Charter, PRD, TDD, roadmap and pitch deck — with AES-256 encrypted local storage and no backend.
AGENTIC AI // COMMERCE
An agentic commerce gateway for MSMEs built for the Razorpay Buildathon: AI-driven fiat and crypto commerce with a six-layer financial governance and adaptive security layer.
AGENTIC AI // AUTONOMY
A cross-platform agent that runs on desktop, mobile and web, continuously discovering hackathons, generating project ideas and building prototypes with zero-cost AI inference.
AI INFRA // AUTOMATION
Automated AI blog content generation shipped in two deployable forms: a native WordPress plugin and a cloud-deployable Node.js and Express web app.
EDTECH // AI TUTOR
A student AI coding assistant that walks a research paper through SRS, checklist and implementation stages until it produces working, runnable code.
EDTECH // ASSESSMENT
A LAN-deployable coding and debugging assessment system in PHP and MySQL with a three-tier model — aptitude, program writing, debugging — plus timed tests, automated scoring and anti-cheat controls.
DIGITAL TWIN // HCI
A digital twin framework with adaptive neural mirroring and parallel consciousness streams that uses the Gemini API to simulate a persona's cognitive structure, biases and worldview.
COMPANION // CHAT
An AI companion chat app that runs entirely on free OpenRouter models: private by design, with a keyless backend and Jātaka guardrails in every prompt.
AI APPS // CHAT
An open-source chatbot front-end built with Next.js App Router, the Vercel AI SDK for streaming chat, Google Gemini as the model provider and Vercel KV for storage.
INFRA // MCP
A dependency-free MCP server exposing the Glama OpenAI-compatible AI gateway as four tools: list models, chat, stream and request status.
EDTECH // EDUCATION
An ethics-first food education game for school students with a transparent Michelin-style Health Score and consent-first OpenStreetMap eatery lookup. Built with a student co-author.
EDTECH // RAG
A retrieval-augmented research and learning companion that adapts explanation depth to each learner, so every subject can be studied in the approach that suits the student.
AI INFRA // BACKEND
A TypeScript and Express backend engine for building and deploying AI applications, with configurable content-generation agents and an admin dashboard.
EDTECH // EDUCATION
An education platform on plastic waste and conservation strategies with six real-world case studies and an OpenRouter AI tutor, built as a Class 9 project.
EDTECH // EVALUATION
A prompt engineering challenge and competition platform with AI-powered evaluation, leaderboards and peer review loops, on Express, Supabase and Vercel KV.
AGENTIC AI // SECURITY
S-AI v6.1, a synthetic executive layer with security hardening, SSRF protection, sandboxed execution and TRL/MRL/IRL readiness.
AI INFRA // SECURITY
A full-stack security and intelligence analysis platform pairing a Python agent backend with a Vite web frontend.
RESEARCH // WORKFLOW
A research data management portal with four-level role-based access control: researchers submit, department heads review, the research cell administers and the college gives final approval.
EDTECH // M.TECH
A self-contained static learning web app built from the JNTU Kakinada M.Tech CSE syllabus: unit-wise theory pages, a repeated-question bank, interactive quizzes and progress tracking.
EDTECH // M.TECH
An AI-enhanced M.Tech CSE learning hub for JNTU Kakinada: the TechLearn static site plus Teddy, an AI study companion with chat, timed quizzes, notes and a persistent learner graph.
EDTECH // LMS
A tutor and learning management platform on React 19, Vite and Supabase with Drizzle ORM, covering course delivery, student progress tracking and session management.
COMPANION // RESERVOIR COMPUTING
Project Zoe is a connectome-based reservoir-computing companion built on eleven biologically-inspired layers, with an evolving LoRA, a virtual avatar, a sandboxed MicroVM and a companion mode (SRS v4.0 MVP).
71 tracked website deployments by Sai Karun Nandipati — 70 were verified online on 2026-10-17 (61 on Netlify, 10 on Vercel): AI assistants, study tools, prompt libraries, research workspaces and student resources.
A Power Rangers-style text adventure where bugs are villains, fixes are Ranger moves, and each episode writes an IEEE 830 software requirements specification.
Writing/work productivity tool
Team collaboration / Miro-style workspace
A self-hosted, bio-inspired AI agent built on a Drosophila connectome reservoir.
FutureProof orientation attendance sheet for PBSC 1410.
Cultural/spiritual AI prompt library
Stories/scripture learning platform
Gujarati autonomous farming agent with satellite, weather and market-price information plus voice interaction.
Natural-language AI prompt library/marketplace
Study assistant chatbot
Quick health assessment/questionnaire tool
Local-first AI memory/brain for agents
AI assistant/housemate helper
Personalized AI tools/search project
AI interaction/contact tool
Open the deployed application for current feature details.
Biology manuscript/research assistant
Spiritual/philosophical path website
AI study/fact-check/flashcard tool
Username/social-media OSINT bot
Cybersecurity/CTF AI assistant
Multi-agent/swarm AI platform
Experimental learning/AI bot
AI education/study chatbot
AI research/learning explorer
Brand/marketing automation chatbot
Emergency clinical triage assistant
Multi-agent comic generator.
ML datasets/data tools
Educational reading/aptitude platform
Open the deployed application for current feature details.
AI data engineering/analytics studio
AI STEM/education learning platform
Astronomy/space visualization project
App idea brainstorming/sharing platform
Lifestyle/hospitality membership club
Vibe-coding/haptics tutorial project
Cross-border CBDC payments platform
Hackathon ideation/brainstorming project
First AI task/assignment project
Compliance/security assessment tool
Big Data Analytics Module 1 project
Browser-based MapReduce word-count educational simulator.
Teaching and learning materials for the BCA Generative AI course.
Data processing/form-handling project
Intro to AI notes/study materials
Playful experimental AI/study bot
Image-related tool/generator
Open the deployed application for current feature details.
AI-generated blog platform
Collaborative build/project tool
Professional AI prompt management tool
AI literacy/education-related project
Open the deployed application for current feature details.
Open the deployed application for current feature details.
AI-powered interview preparation and quiz chatbot
Open the deployed application for current feature details.
Browser-based AI research workspace/notebook interface
Website carbon-footprint analyser.
AI health triage assistant supporting multiple languages
Financial/loan management software
Personal profile/portfolio site synced with GitHub karun99/nskprofile
Health/wellness quest app; repo has Dependabot and security updates
Tech learning platform with MCP server and TRL hardening
Plastic waste conservation strategy platform
Gemini-powered AI chatbot app
Digital twin AI project built with Vite; same repo as Duet Digital Twin Technology
Digital twin technology platform/project
Profile/portfolio ranking tool
PromptPro Challenge Arena.
Personalized AI/search engine-style project
Computer science portal with student-facing resources and updates.
nskcs.glide.pageMapReduce word-count educational simulator — practice map and reduce steps in the browser.
mreduce.netlify.appBig Data Analytics — TLM dashboard and module one study material.
bda-m1.netlify.appGenerative AI for BCA learners — concepts, prompts, and labs.
genaibca.netlify.appIntro to Artificial Intelligence — study notes and exam prep material.
iai-notes.vercel.app