The public home for a people-first vision of business, community, and shared responsibility.
PHPHTMLCSS
02 / INTELLIGENCE WITH CONTEXT
Meet Maharishi.
Go beyond the chat box.
The familiar face across my ecosystem.
Different systems underneath. A useful purpose for each.
MAHARISHI THE ADVAYA GUIDE
Prajñā · knowledge retrieval
Find the evidence.
Search + optional local models
Ask a question and Maharishi retrieves passages from the knowledge library, then shows where the answer came from. The default answer is assembled from source text.
01 Question
02 MiniSearch retrieval
03 Source passages
04 Cited answer
Optional MiniLM embeddings improve meaning-based matching in a browser worker. An experimental WebLLM/Qwen mode can generate an explanation on compatible WebGPU devices; it is not the default assistant.
Leave balance, attendance, payslips, letters, and policies—Maharishi maps a supported question to the right record, with explicit choices when the question is ambiguous.
01 Recognize intent
02 Check permissions
03 Read tenant records
04 Show source & time
This is a read-only, rule-based record assistant. It does not send employee records to a language model or approve, edit, or delete them. Its value is reliable access to the right information.
Whisper turns speech into text inside a browser worker. Reviewers can work with a transcript, check phrases, and record coaching observations.
01 Audio
02 Whisper worker
03 Transcript
04 Human quality review
A pretrained speech model performs transcription. Phrase checks are deterministic and people enter quality scores. This supports review without pretending that a model knows an employee’s performance.
Different products need different assistants: a Socratic tutor, a document helper, a physiotherapy study mentor, or a brand-aware writing partner.
01 User intent
02 Relevant context
03 Hosted model
04 Review & use
The provider depends on the product and configuration. Learning streams contextual tutoring; BPT retrieves course excerpts; Nyaya combines document guidance and OCR; Social adds brand context, planning, image workflows, and deterministic design rendering.
View full screen
Advaya Learning OS Public learning hub · edu.advayaglobal.com View full screen
Interactive joint lab Product capture from BPT Learning OS repository
04 / BUILT FROM A LIFELONG LOVE
A different world.
A very personal project.
Pokémon has been part of my life through the games up to X & Y,
the stories, and a love for animals and the natural world.
SETU · ORIGINAL GAME IN DEVELOPMENT
What if that sense of
wonder began in India?
That question became Setu: an India-inspired creature-bonding RPG.
I’m building its world, encounters, battles, and systems with
Phaser and TypeScript.
My own project, born from a fan’s love of exploration and
companionship.
View full screen
Suraiya Village Actual game runtime · local development build
FROM THE SETU ART LIBRARYAgnikitAiravataBhramariAgnicheel
05 / THE REASON BEHIND IT
All for One.
One for All.
Original artwork from the Advaya community
BEYOND DIVISION. TOWARD UNITY.
Better systems.
A kinder world.
My love for people, animals, and nature is part of the same belief:
we are connected. Advaya and the Green Warriors community are ways
of putting that belief to work.
“Love One Another.”
For me, that includes all living beings.
I’m also working toward a proposed school in Balipara, Assam:
exposure to eight domains, discovery of individual strengths, and a
path toward specialization.
I started with people.
I’m still building for them.
From scaling a process from 15 to 250 people to building my own
ecosystem, I’ve learned to take an idea through the difficult middle
and make it useful. No hired development team—AI assistance,
persistent learning, mostly free tools, paid domains/hosting, and
one AI subscription.
Outside work: outdoor games, swimming, dancing, music, novels,
space, new information, and getting to know people.
Operations leader. Independent builder.
KARYA Workforce, connected. 
Real portal · sample-company records
PRAJÑĀ 
01 / OPERATIONS 02 / INTELLIGENCE 03 / HUMAN POSSIBILITY 
Inspect the real interface 
Inspect the real interface 
Inspect the real interface 
Inspect the real interface 
TypeScript 
JavaScript 
React 
Svelte 
Three.js 
Python 
PostgreSQL 
Supabase 
Vite 
Original artwork from the Advaya community