The Lab

Experiments

Works in progress, proofs of concept, and ideas being stress-tested. This is where things are allowed to be unfinished — and that's intentional.

Lab Status: Active
1 Active2 Building2 Concepts

Currently Active

Active

Prompt Forge

LLM Prompt Management Layer

Structured prompt versioning, variable injection, and A/B testing across different LLM providers. Built for teams who treat prompts like code — with diffs, rollbacks, and evaluation pipelines.

LLMPythonFastAPIRedisOpenAI

In Development

In Progress

PulseTrade

Real-Time Stock Trading Simulator

A paper trading simulator with live market data feeds. Supports order types, portfolio tracking, P&L calculation, and replay mode for backtesting strategies against historical data.

WebSocketsReactFastAPIPostgreSQLRedis
In Progress

TaxForge

Tax Calculation Engine

A modular tax calculation engine built for accuracy and explainability. Handles multiple tax brackets, deductions, filing statuses, and generates a full breakdown of how the final number was reached.

PythonFastAPITypeScriptReact

On The Drawing Board

Concept

QuantMind AI

Financial Intelligence System

An AI-driven financial analysis layer that processes earnings reports, news sentiment, and macro indicators to surface actionable signals. Not financial advice — financial understanding.

LLMPythonLangChainPandasFastAPI
Concept

CodeArena

Algorithm Visualisation Platform

Step through sorting, graph traversal, dynamic programming, and tree algorithms in real time. Each step is animated with state callouts — built to make abstract algorithms feel physical.

ReactTypeScriptFramer MotionD3.js

On Experiments

Not everything here ships. That's the point. An experiment that never launched still taught something — about the problem space, the tools, or whether the idea was even worth pursuing. This page stays honest about the process.