About Us

We're a team of developers passionate about building AI-powered systems, trading infrastructure, and tools that solve complex problems at scale. With expertise spanning full-stack development, machine learning, and financial systems, we thrive at the intersection of software engineering and quantitative finance.

Our Background

We've spent the last few years working on challenging problems across multiple domains. Our journey has taken us from building web applications to designing high-performance trading systems to creating AI research tools. This diverse experience has given us a unique perspective on how to architect systems that are both elegant and robust.

What drives us is the opportunity to work on meaningful projects where clean code, thoughtful design, and technical excellence come together to create something impactful. We believe in collaborative problem-solving and leveraging each team member's strengths to deliver exceptional results.

Our Approach

System Design

We focus on designing scalable, maintainable systems that can handle real-world complexity and growth.

User Experience

We build intuitive interfaces that make complex systems accessible and enjoyable to use.

Performance First

We optimize for speed and efficiency without compromising on code quality or readability.

Our Journey

2024

AI Systems & LLM Research

Expanded our team and focused on building AI-powered tools and exploring multi-provider LLM integration patterns for enterprise clients.

2023

Trading Infrastructure

Designed and deployed scalable trading systems with real-time data pipelines and analytics for quantitative trading firms.

2022

Full Stack Development

Built production-grade web applications with modern tech stack and cloud infrastructure for diverse clients.

2021

Founded Our Team

Brought together talented developers to explore web development, systems design, and financial technology solutions.

Our Skills & Expertise

AI & Machine Learning

Models, training, serving, and applied LLM work.

PyTorchTensorFlowHugging Face TransformersNVIDIA CUDA & NIMLLMs & RAGVector DatabasesLightGBMXGBoost

Backend & Data

APIs, data pipelines, and persistence.

FastAPIFlaskPostgreSQLTimescaleDBRedisSQLiteREST APIsWebSocketsMicroservices

Frontend & UI

Interfaces, dashboards, and interaction design.

ReactNext.jsTailwind CSSFramer MotionPlotly DashStreamlitUX/UI DesignMVP UI Systems

Infra & DevOps

Environments, deployment, and reliability.

DockerGitHub ActionsRailwayDigitalOceanGCPReplitEnvironment Scaffolding

Automation & Agents

Multi-tier workflows and automation.

OpenAI Agentsn8n WorkflowsCustom SDKsMCP (Model Context Protocol)Multi-tier WorkflowsAutomationsScraping Pipelines

Trading & Quant

Research systems and strategy tooling.

Statistical ArbitrageBacktesting EnginesETF AnalyticsPine ScriptTrading AutomationsRisk & Monitoring

Systems & Architecture

Blueprinting and high-level thinking.

System DesignArchitecture BlueprintsMulti-tier WorkflowsMVP SpecializationQuick Startup Liftoff

General Engineering

Everyday tools that keep things moving.

Terminal / ShellWeb ScrapingNotion Certified ExpertSDK DesignETL / CRUD Systems

What People Say

Feedback from clients and collaborators I've worked with.

"Ayush transformed our vague requirements into a robust, production-ready AI platform. His ability to bridge the gap between complex ML concepts and user-friendly interface design is outstanding."

SC

Sarah Chen

Product Manager at TechFlow

"The trading dashboard Ayush built for us is blazing fast. He understood the nuances of financial data visualization immediately and delivered a solution that our traders love using daily."

MR

Michael Ross

CTO at QuantSystems

"Working with Ayush was a breeze. He's not just a coder; he's a partner who thinks about the product's success. The automated pipeline he set up saved us hundreds of hours of manual work."

ER

Elena Rodriguez

Founder at DataSphere

Interested in working together? Let's connect.

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