Welcome to Associative. We are a software development firm headquartered in Pune, Maharashtra, dedicated to transforming visionary ideas into scalable digital realities. In the rapidly evolving world of Artificial Intelligence, building a model is only half the battle; the real challenge lies in deployment, monitoring, and scaling.
Our MLOps pipeline setup services bridge the gap between model development and operational stability. By fusing our deep expertise in Artificial Intelligence with advanced DevOps practices, we create continuous integration and continuous delivery (CI/CD) workflows specifically designed for Machine Learning.
Why MLOps Matters
An effective MLOps strategy allows your business to move from experimental code to production-grade systems efficiently. It ensures your machine learning models are reproducible, testable, and capable of evolving with your data.
At Associative, we guide businesses through these complexities using a transparent, client-centric approach.
Our Technology Stack for MLOps
We utilize a massive landscape of technologies to ensure the right tool is used for every stage of your pipeline.
1. Core Machine Learning Frameworks Our team is proficient in the Python ecosystem, utilizing libraries such as TensorFlow, PyTorch, and Scikit-learn to manage model training and validation protocols within the pipeline.
2. Infrastructure & Orchestration We build robust, scalable environments for your models using industry-standard tools:
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Containerization: Docker for consistent runtime environments.
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Orchestration: Kubernetes for managing containerized applications at scale.
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Infrastructure as Code (IaC): Terraform for reproducible infrastructure provisioning.
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CI/CD: Jenkins and other tools to automate testing and deployment steps.
3. Cloud Integration We offer expert management of major cloud platforms to host your pipelines, including AWS, Google Cloud, and Azure. Whether you need end-to-end IoT solutions connecting embedded devices to cloud backends or high-performance computing for Generative AI, we have the infrastructure expertise.
Specialized AI & GenAI Capabilities
Our MLOps solutions support a vast spectrum of domains, ensuring your specialized models run smoothly in production:
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Generative AI & LLMs: Pipelines supporting LangChain, Ollama, and Keras for chatbots and content generation.
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Computer Vision: Workflows for image recognition using OpenCV.
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R&D Innovation: Insights drawn from our flagship project, NexusReal, which utilizes Neural Radiance Fields (NeRFs) and interactive AI avatars.
Why Choose Associative?
Unwavering Transparency & Compliance We operate with unyielding transparency. Associative is formally registered with the Registrar of Firms (ROF), Pune. We work on a strict time-and-materials basis with daily or weekly invoices, ensuring you only pay for the work performed.
Total Client Confidentiality Your intellectual property is safe with us. We adhere to rigorous Non-Disclosure Agreements (NDAs). We do not share client projects or maintain a public portfolio to protect your IP. Upon completion and final payment, you receive 100% ownership of the source code and IP.
Flexible Engagement Models Our developers work from our secure offices in Pune. We offer variable engagement models (3 to 9 hours per day) to match the evolving needs of your project.
Start Your Project
Ready to implement a scalable MLOps pipeline setup? Contact our team of dedicated innovators today.
Associative Address: Khandve Complex, Yojana Nagar, Lohegaon – Wagholi Road, Lohegaon, Pune, Maharashtra, India – 411047 Phone/WhatsApp: +91 9028850524 Email: info@associative.in Website: https://associative.in Office Hours: 10:00 AM to 8:00 PM (Monday through Saturday)
