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At  18,  embarked  on  road  of  quests  to  transform  how  people  interact  with  technology.  build  at  the  interdisciplinary  edge,  products  that  have  compounding  network  effects,  and  the  potential  to  accelerate  human  progress. 

01
Winter '22

brainful

brainful.one ↗
SaaS · Production

An integrated thinking environment — where writing, research, and discussion live together. Solo-built. 75+ orchestrated AI models, 114 languages, millions of monthly requests.

300k+ loc
3M+ req/mo
GCP infra
02
Winter '25

llmshield

pypi.org ↗
Open Source · Data Privacy

Python library for securing LLM outputs — preventing sensitive data and PII leakage from AI applications.

PyPI published
v2.0 latest
03
Summer '25

scopecash

scope.cash ↗
AI · Personal Finance

AI financial analyst that optimizes for how you want to live, not just how much you save. Intelligent cash flow ingestion, intentional spending philosophy, and Sankey-based visualization.

AI ingestion
Sankey cash flows
Rails + cailos
04
Winter '26

cailos

cailos.com ↗
API · LLM Routing

A single API endpoint routing to 17 LLM providers. Drop-in OpenAI replacement with PII cloaking, circuit breakers, and full request logging. Born from brainful's AI layer.

17 providers
Drop-in OpenAI replacement
05
Spring '26

polyembed

polyembed.com ↗
Infrastructure · Embeddings

Intelligent compaction and embeddings designed for high-accuracy retrieval. All on local inference — no data leaves the infrastructure.

<1ms cache
1024d vectors
Local inference
06
Spring '26

tidalsight

tidalsight.com ↗
Market Intelligence · AI

Multi-agent market intelligence across equities, crypto, commodities, and currencies. Synthesizes data, social sentiment, and fundamentals into trading signals.

3,700+ assets tracked
Multi-Agent signals
Bio

Born on the 23rd in India, grew up across seven countries — 🇺🇸 🏴󠁧󠁢󠁥󠁮󠁧󠁿 🇧🇪 🇮🇹 🇱🇺 🇫🇷 🏴󠁧󠁢󠁳󠁣󠁴󠁿. Got into game development and graphics as a kid, which led to software engineering.

In '23 I started brainful and began an MSci in Computer Science at St Andrews — both in the same year. brainful shaped my foundations in systems design, infrastructure, and AI at scale.

As brainful grew, so did the problems around it. PII was being sent openly to external LLM providers, so I built llmshield to lock that down. The AI orchestration layer outgrew the monolith and became cailos. The embedding infrastructure followed the same path — now polyembed. Each started as an internal necessity and became its own product.

tidalsight applies the same multi-agent approach to finance, economics, and market intelligence — a different domain, same underlying thinking.

Always open to applying these foundations to new problem spaces.

Get in touch.

👋 hi@a23.one