Development

Expert Keras to PyTorch Migration & AI Solutions | Associative

Expert Keras to PyTorch Migration & Custom Software Solutions

Welcome to Associative, a software development firm headquartered in Pune, Maharashtra, India. Established on February 1, 2021, we are a team of dedicated innovators, problem-solvers, and IT professionals passionate about transforming visionary ideas into scalable digital realities.

Our mission is to guide businesses through the complexities of the digital landscape. With a dedicated team of highly skilled IT professionals, we create comprehensive solutions that drive growth, efficiency, and market leadership. We operate with unyielding transparency and regulatory compliance, and are formally registered with the Registrar of Firms (ROF), Pune.

Artificial Intelligence & Machine Learning Expertise

We unlock the power of data through intelligent systems. As enterprise AI needs evolve, transitioning between deep learning frameworks becomes essential for scaling operations. We specialize in seamless Keras to PyTorch migration, ensuring your models maintain high performance while benefiting from dynamic computation and advanced customization.

Our core capabilities include:

Core AI/ML: Utilizing the complete Python ecosystem (TensorFlow, PyTorch, Scikit-learn) and Java libraries (Deeplearning4j).
Generative AI & LLMs: Specialized in Large Language Models using frameworks like LangChain, Ollama, and Keras to build robust chatbots and content generation tools.
Computer Vision: Image recognition and analysis using OpenCV and custom 3D data processing.

Comprehensive Service Portfolio

Associative offers a one-stop-shop for businesses seeking to innovate. Beyond AI, our expertise covers the full product lifecycle across a vast spectrum of domains:

Cloud Gaming Platforms & CMS Solutions: We craft high-performance digital experiences. Our Front-End expertise includes React, Angular, Vue.js, Next.js, Nuxt.js, Svelte, and WebAssembly (Wasm). For Back-End, we use Node.js, Python, PHP (Laravel), Ruby on Rails, and Java. We are masters in Headless CMS (Strapi, Contentful, Sanity), open-source platforms (WordPress, Drupal), and robust E-commerce solutions (Magento, Shopify, BigCommerce).
Mobile Application Development: Building engaging apps via Native (Android/iOS), Cross-Platform (Flutter, React Native), and Progressive Web Apps (PWAs).
Blockchain & Web3 Development: Navigating the decentralized future with Smart Contracts (Solidity, Vyper), DeFi, NFTs, and ecosystems like Ethereum, Solana, and Polygon.
Game Development, AR & VR: Creating immersive worlds using Unreal Engine 5, Unity, and Godot, alongside AR/VR development for Apple Vision Pro and Meta Quest.
Specialized Enterprise Solutions: High-frequency trading platforms, algorithmic trading bots, comprehensive CRM/ERP customization (Salesforce, Odoo, Dynamics 365), and IoT solutions.
Digital Marketing & SEO: Advanced marketing automation, PPC, and holistic search optimization including SEO, GEO, and AIO.

Innovation & R&D: NexusReal

Associative is at the forefront of R&D with our flagship project, NexusReal: Intelligence Fused Reality. Bridging digital intelligence and physical reality, this platform features Interactive AI Avatars, real-time communication via LLMs, and realistic human cloning using Neural Radiance Fields (NeRFs) and Gaussian Splatting for media production and advanced industrial visualization.

Strategic Partnerships & Technology Stack

We are proud to hold official accreditations that validate our technical expertise:

Adobe Silver Solution Partner
Adobe Certified Reseller
Official Reseller Partner of Strapi

We utilize a massive landscape of technologies—from Rust, Go, and Swift to AWS, Google Cloud, Azure, and robust CI/CD pipelines using Docker and Kubernetes—to ensure the right tool is used for every job.

Operational Excellence & Client Confidentiality

Our work structure is designed to eliminate inefficiencies and ensure complete transparency. We operate strictly on a time-and-materials basis with transparent billing, and offer flexible engagement models ranging from 3 to 9 hours per day, Monday through Saturday.

Your intellectual property is safe with us:

Strict NDAs: We adhere to rigorous non-disclosure agreements.
No Public Portfolio: We do not share client projects to protect your IP.
100% Ownership: Upon completion and final payment, you receive full ownership of the source code. We retain no rights to your work.

(Note: We are a project-based development company. Our developers work exclusively from our secure offices and provide a 7-day complimentary post-launch support period.)