Welcome to Associative Headquartered in Pune, Maharashtra, Associative is a premier software development firm dedicated to transforming visionary AI concepts into scalable, production-ready realities. Established in 2021 and formally registered with the Registrar of Firms (ROF), Pune, we operate with unyielding transparency to guide businesses through the complexities of the modern digital landscape.
While model development is the spark of innovation, MLOps (Machine Learning Operations) is the engine that sustains it. We bridge the gap between data science and operations, ensuring your machine learning models are not just experimental code, but robust, automated, and scalable systems.
Bridging AI with Operational Excellence
At Associative, we offer a comprehensive “one-stop-shop” for MLOps consulting & implementation. By fusing our deep expertise in Artificial Intelligence with high-level DevOps practices, we ensure your data pipelines and models are reliable, auditable, and efficient.
Our MLOps Capabilities
1. Advanced Model Development & Frameworks We leverage the industry’s most powerful ecosystems to build your core ML models before operationalizing them.
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Core AI/ML: Expertise in the Python ecosystem (TensorFlow, PyTorch, Scikit-learn) and Java libraries (Deeplearning4j).
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Generative AI & LLMs: Implementation of Large Language Models using frameworks like LangChain, Ollama, and Keras for chatbots and content tools.
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Computer Vision: Image analysis systems using OpenCV and custom 3D data processing.
2. Robust Infrastructure & CI/CD for ML We do not just deploy; we engineer ecosystems. Our MLOps implementation utilizes a massive landscape of technologies to ensure reproducibility and scalability.
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Containerization & Orchestration: We utilize Docker and Kubernetes to ensure your models run consistently across any environment.
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CI/CD Pipelines: Using Jenkins and Terraform, we automate the training, testing, and deployment phases, reducing manual errors and accelerating time-to-market.
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Cloud Agnostic: Expert management of AWS, Google Cloud, and Azure to host your training and inference workloads.
3. Innovation at the Edge: NexusReal Our capability is proven by our flagship R&D project, NexusReal: Intelligence Fused Reality. This platform demonstrates our ability to handle complex, high-compute workloads, featuring interactive AI avatars, real-time LLM communication, and Neural Radiance Fields (NeRFs). We bring this same level of technical rigor to your enterprise MLOps projects.
Why Choose Associative for MLOps?
100% Client Ownership & IP Protection We understand that your data and models are your most valuable assets.
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Full Ownership: Upon project completion and final payment, you receive 100% ownership of the source code and Intellectual Property (IP). We retain no rights.
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Strict Confidentiality: We adhere to rigorous Non-Disclosure Agreements (NDAs).
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No Public Portfolio: We do not share client projects publicly. We act as your silent, specialized technical partner.
Transparent & Flexible Engagement
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Time & Materials: We operate strictly on a time-and-materials basis, ensuring you only pay for the work performed.
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Detailed Billing: Invoices are submitted daily, weekly, or on a milestone basis with full transparency.
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Flexible Hours: Our engagement models range from 3 to 9 hours per day to match the evolving intensity of your MLOps roadmap.
Technology Stack Snapshot
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Languages: Python, Java, C++, Go, Rust, R.
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Frameworks: TensorFlow, PyTorch, LangChain, Keras.
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DevOps: Docker, Kubernetes, Terraform, Jenkins.
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Databases: PostgreSQL, MongoDB, Redis, DynamoDB.
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Cloud: AWS, Google Cloud, Azure.
Contact Us
Ready to operationalize your AI? Let’s build a scalable future together.
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Address: Khandve Complex, Yojana Nagar, Lohegaon – Wagholi Road, Lohegaon, Pune, Maharashtra, India – 411047
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Phone/WhatsApp: +91 9028850524
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Email: info@associative.in
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Website: https://associative.in
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Office Hours: 10:00 AM to 8:00 PM (Mon-Sat)
