Welcome to Associative, a software development firm headquartered in Pune, Maharashtra, India. Established on February 1, 2021, and formally registered with the Registrar of Firms (ROF), we are a team of dedicated innovators helping businesses navigate the complexities of the Artificial Intelligence landscape.
Generic AI models often fail to capture the nuance of specific industry jargon or proprietary business logic. At Associative, we specialize in custom LLM fine-tuning services, transforming general-purpose Large Language Models into specialized assets that drive efficiency and market leadership.
Our Approach to LLM Fine-Tuning
We move beyond basic prompt engineering to fundamentally adapt model behaviors to your specific datasets. By leveraging our deep expertise in Artificial Intelligence & Machine Learning, we create models that understand your unique context.
Our Technical Capabilities:
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Model Adaptation: We utilize the Python ecosystem (TensorFlow, PyTorch, Scikit-learn, Keras) to fine-tune models for specific tasks, ensuring high accuracy and low hallucination rates.
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Framework Proficiency: We implement advanced orchestration using LangChain and Ollama to deploy and manage fine-tuned models effectively.
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Data Processing: Our team handles the end-to-end data pipeline, from cleaning unstructured data to optimizing datasets for training using SQL (PostgreSQL, Oracle) and NoSQL (MongoDB, Redis) databases.
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Deployment: We ensure your custom model is scalable using Docker, Kubernetes, and robust CI/CD pipelines on AWS, Google Cloud, or Azure.
Innovation-Led Development: NexusReal
Our capability in advanced AI is demonstrated through our flagship R&D project, NexusReal: Intelligence Fused Reality. This platform bridges digital intelligence and physical reality, showcasing our ability to handle complex, data-intensive AI computations.
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Interactive AI Avatars: Real-time communication via LLMs with precise lip-syncing.
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Deep Learning: Implementation of Neural Radiance Fields (NeRFs) and Gaussian Splatting for realistic human cloning and industrial visualization.
Why Choose Associative for AI Fine-Tuning?
Entrusting a partner with your proprietary data for model fine-tuning requires absolute trust. Our foundational principles of honesty and client-centricity ensure your intellectual property is safe.
1. Data Privacy & Confidentiality
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Strict NDAs: We adhere to rigorous non-disclosure agreements to protect your training data.
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No Public Portfolio: We do not share client projects publicly. Your custom model remains your competitive secret.
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100% IP Ownership: Upon project completion and final payment, you receive full ownership of the source code, model weights, and IP. We retain no rights to your work.
2. Transparent Operations
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Billing: We operate strictly on a time-and-materials basis. Invoices are submitted daily, weekly, or on a milestone basis.
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Engagement: Flexible models ranging from 3 to 9 hours per day, Monday through Saturday.
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Regulatory Compliance: We operate with unyielding transparency as a registered firm in Pune.
3. Validated Expertise While we innovate in AI, our operational excellence is validated by global leaders:
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Associative is an Adobe Bronze Solution Partner
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Official Reseller Partner of Strapi
Full-Stack Integration
A fine-tuned LLM is only as good as the application it powers. As a comprehensive software firm, we integrate your custom models into:
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Web Applications: Using React, Next.js, and Python (Django/FastAPI).
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Mobile Apps: Native (Android/iOS) or Cross-Platform (Flutter/React Native).
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Enterprise Systems: CRM and ERP customizations (Salesforce, Odoo) powered by your custom AI.
Contact Us
Ready to tailor AI to your business needs? Contact Associative today for professional custom LLM fine-tuning services.
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
