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SYSTEMS REGISTRY

crafting digital experiences with passion & code.

AI Research
Active

FOMC AI Analyzer

Enterprise-grade RAG system for financial document intelligence, combining semantic retrieval, vector embeddings, cross-encoder reranking, and grounded LLM generation to deliver accurate, citation-aware analysis of Federal Reserve communications.

PythonFastAPIChromaDBSentence TransformersRAGVector Search
BUILD STATEOpen Source
MODULE PATHsrc/modules/fomc-ai-analyzer
01
// System Initialization Node
import { startServer } from "@/system/core";
const config = {
id: "fomc-ai-analyzer",
title: "FOMC AI Analyzer",
activeNodes: 6,
latency: "14ms"
};
// Active stack logs
[0] Loader: successfully linked Python
[1] Loader: successfully linked FastAPI
[2] Loader: successfully linked ChromaDB
[3] Loader: successfully linked Sentence Transformers
[4] Loader: successfully linked RAG
[5] Loader: successfully linked Vector Search
// Running diagnostic telemetry...
// Memory usage status: nominal
AI FinTech
Active

TruthTrade AI

AI-powered quantitative trading workspace for the Indian equity market, integrating market structure analysis, liquidity models, algorithmic strategies, and intelligent trade execution to support data-driven investment decisions.

ReactFastAPIPythonAI AgentsTrading AlgorithmsMarket Data
BUILD STATECompleted
PRIVATE REPO
MODULE PATHsrc/modules/truthtrade-ai
02
// System Initialization Node
import { startServer } from "@/system/core";
const config = {
id: "truthtrade-ai",
title: "TruthTrade AI",
activeNodes: 6,
latency: "14ms"
};
// Active stack logs
[0] Loader: successfully linked React
[1] Loader: successfully linked FastAPI
[2] Loader: successfully linked Python
[3] Loader: successfully linked AI Agents
[4] Loader: successfully linked Trading Algorithms
[5] Loader: successfully linked Market Data
// Running diagnostic telemetry...
// Memory usage status: nominal
Full-Stack
Completed

FoodExpress

Full-stack restaurant commerce platform engineered with a PHP–MySQL backend, providing authentication, menu management, order orchestration, payment workflows, and administrative operations through a modular, scalable architecture.

PHPMySQLJavaScriptHTMLCSSLeaflet.js
BUILD STATECompleted
PRIVATE REPO
MODULE PATHsrc/modules/food-express
03
// System Initialization Node
import { startServer } from "@/system/core";
const config = {
id: "food-express",
title: "FoodExpress",
activeNodes: 6,
latency: "14ms"
};
// Active stack logs
[0] Loader: successfully linked PHP
[1] Loader: successfully linked MySQL
[2] Loader: successfully linked JavaScript
[3] Loader: successfully linked HTML
[4] Loader: successfully linked CSS
[5] Loader: successfully linked Leaflet.js
// Running diagnostic telemetry...
// Memory usage status: nominal
BEHIND THE CURTAINS

Decoding logic
&& the lyrics

Karan's GitHub
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