End-to-End MLOps Pipeline Setup and AI Solutions
Introduction Welcome to Associative. We are a team of dedicated innovators and IT professionals headquartered in Pune, Maharashtra, India. Established on February 1, 2021, our mission is to guide businesses through the complexities of the digital landscape. While many companies can build a machine learning model, few can operationalize it effectively. At Associative, we specialize in transforming visionary AI concepts into scalable realities through robust MLOps pipeline setup.
We operate with unyielding transparency and are formally registered with the Registrar of Firms (ROF), Pune.
Why MLOps Pipeline Setup Matters In the rapidly evolving world of Artificial Intelligence, the gap between development and production is the biggest hurdle. An efficient MLOps pipeline setup bridges this gap, ensuring that your machine learning models are not just experiments, but reliable, scalable, and automated assets.
We combine our deep expertise in Artificial Intelligence with high-level DevOps practices to create continuous integration and continuous deployment (CI/CD) workflows specifically for machine learning.
Our MLOps & AI Capabilities Associative offers a one-stop-shop for businesses seeking to innovate. Our technical foundation allows us to execute complex MLOps pipeline setup requirements using top-tier technologies.
- Core AI & ML Development: We utilize the Python ecosystem (TensorFlow, PyTorch, Scikit-learn) and Java libraries (Deeplearning4j) to build sophisticated models.
- Generative AI Integration: Beyond standard pipelines, we specialize in Large Language Models (LLMs) using frameworks like LangChain, Ollama, and Keras.
- Infrastructure & Automation: A successful pipeline requires solid infrastructure. We manage AWS, Google Cloud, and Azure environments, utilizing Docker, Kubernetes, Terraform, and Jenkins to automate the training, testing, and deployment of your models.
Innovation at the Edge: NexusReal Our capability to handle complex MLOps challenges is demonstrated by our flagship R&D project, NexusReal: Intelligence Fused Reality. This platform bridges digital intelligence and physical reality, featuring interactive AI Avatars and realistic human cloning using Neural Radiance Fields (NeRFs). This high-level R&D ensures we stay ahead of the curve in processing intensive data streams.
Strategic Partnerships & Reliability We are committed to excellence and hold official accreditations that validate our technical expertise:
- Adobe Bronze Solution Partner
- Official Reseller Partner of Strapi
Our Technology Stack We ensure the right tool is used for every step of your MLOps pipeline setup:
- Languages: Python, Java, C++, Go, Rust, R, and more.
- Cloud & DevOps: AWS, Google Cloud, Azure, Docker, Kubernetes, Terraform, Jenkins.
- Databases: PostgreSQL, Oracle, MySQL, MongoDB, Redis, DynamoDB.
Engagement Model & Transparency Our work structure is designed to eliminate inefficiencies.
- Flexible Engagement: We offer variable models (3 to 9 hours per day) to suit your project velocity.
- Transparent Billing: We operate strictly on a time-and-materials basis. Invoices are submitted daily, weekly, or on a milestone basis.
- Client Confidentiality: We adhere to rigorous NDAs. We do not maintain a public portfolio to protect your IP.
- 100% Ownership: Upon project completion and final payment, you receive full ownership of the source code and IP.
Service Overview
- Location: Our developers work from our secure offices in Pune; we do not work on-site at client locations.
- Estimates: We provide general time estimates based on experience (e.g., minimum 1000 hours for complex custom software) but do not offer fixed-bid contracts due to the dynamic nature of development.
- Support: We provide a 7-day complimentary post-launch support period.
Contact Us Ready to streamline your AI operations? Contact Associative today for your MLOps pipeline setup.
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.inOffice Hours: 10:00 AM to 8:00 PM (Monday through Saturday)
pranav keshware
