Welcome to Associative. We are a premier software development company headquartered in Pune, Maharashtra, India. Since our establishment on February 1, 2021, we have been dedicated to transforming visionary ideas into scalable digital realities.

As a registered firm with the Registrar of Firms (ROF), Pune, we operate with unyielding transparency and regulatory compliance. Our team of problem-solvers and IT professionals leverages the power of Python’s modern ecosystem to build robust back-end solutions using FastAPI.

Why Choose FastAPI for Your Next Project?

FastAPI is a modern, high-performance web framework for building APIs with Python 3.8+ based on standard Python type hints. It is one of the fastest Python frameworks available, on par with NodeJS and Go.

At Associative, we utilize FastAPI to deliver:

• High Performance: Powered by Starlette and Pydantic, ensuring your applications handle heavy loads efficiently.

• Rapid Development: increasing feature delivery speed and reducing debugging time.

• Standards-Based Compatibility: Fully compatible with open standards for APIs (OpenAPI and JSON Schema).

• Async Capabilities: Native support for asynchronous programming, making it ideal for high-concurrency applications.

Our FastAPI Development Capabilities

We offer a one-stop-shop for businesses seeking to innovate their back-end infrastructure. Our expertise covers the full product lifecycle.

1. Custom API Development & Microservices

We engineer scalable server-side logic using FastAPI. Whether you need a monolithic architecture for a startup MVP or a complex microservices mesh for enterprise scale, our team structures code that is maintainable and efficient.

2. AI & Machine Learning Integration

Associative is at the forefront of R&D with our flagship project, NexusReal. We understand how to bridge the gap between heavy ML models and web interfaces. We use FastAPI to serve models built in TensorFlow, PyTorch, and Scikit-learn, as well as Large Language Models (LLMs) using LangChain and Ollama.

3. Real-Time Data Processing

For financial trading platforms and IoT solutions, latency matters. We utilize FastAPI’s async features to build high-frequency trading bots (integrated with Pine Script/MQL5 logic) and IoT backends that connect embedded devices like Arduino and Raspberry Pi to the cloud.

4. Database Integration

A fast API needs a robust database. We possess deep proficiency in integrating FastAPI with:

• SQL: PostgreSQL, Oracle, MySQL.

• NoSQL: MongoDB, Redis, DynamoDB.

The Associative Advantage

We are not just coders; we are strategic partners. We are proud to be an Adobe Bronze Solution Partner and an Official Reseller Partner of Strapi.

100% Client Ownership & Confidentiality We prioritize the protection of your Intellectual Property.

• Strict NDAs: We adhere to rigorous non-disclosure agreements.

• No Public Portfolio: We do not share your projects to boost our image. Your work remains yours.

• Full IP Transfer: Upon project completion and final payment, you receive 100% ownership of the source code. We retain no rights.

Transparent Engagement & Billing We eliminate inefficiencies with a clear, honest operational model:

• Time-and-Materials: You only pay for the work performed. We do not offer fixed-bid contracts due to the dynamic nature of custom software.

• Transparent Invoicing: Invoices are submitted daily, weekly, or on a milestone basis.

• Flexible Hours: Engagement models range from 3 to 9 hours per day to suit your project velocity.

Technology Stack Compatibility

Our FastAPI solutions integrate seamlessly with our broader technology landscape:

• Front-End: We connect your Python back-end to dynamic front-ends built in React, Next.js, Angular, or Vue.js.

• Mobile: Serving data to native Android (Kotlin) and iOS (Swift) apps, or cross-platform solutions like Flutter.

• Cloud & DevOps: We deploy your FastAPI applications on AWS, Google Cloud, or Azure, utilizing Docker and Kubernetes for robust CI/CD pipelines.

Service Model & Contact

We are a project-based development company. Our developers work from our secure offices in Pune to ensure data security and consistent quality; we do not work on-site at client locations.

Ready to build your high-performance back-end?

Address: Associative Khandve Complex, Yojana Nagar, Lohegaon – Wagholi Road, Lohegaon, Pune, Maharashtra, India – 411047

Get in Touch:

• Phone/WhatsApp: +91 9028850524

• Email: info@associative.in

• Website: https://associative.in

• Office Hours: 10:00 AM to 8:00 PM (Mon-Sat)