Our team develops novel architectures from scratch, validates them through rigorous research, and engineers them into products that ship.
# research.flow
experiment {
setup("dataset_v3")
train("prototype_model")
evaluate("metrics_set")
iterate("next_revision")
}
Research Excellence
Engineering Impact
Our research focuses on domains where AI can create transformative impact, combining deep technical expertise with practical application.
Beyond client projects, we invest in self-directed research that often leads to breakthrough products and capabilities that enhance our entire service offering.
Some of our achievements:
State-of-the-Art Audio Source Separation for Music
Reliable and Efficient RAG System for Document parsing
Realistic and Private Medical Data Synthesis
Natural-Language Database Querying Driven by a Multi-Stage LLM Pipeline
Document layout model understanding complex forms
Healthcare & Medical AI
Audio Intelligence
Document Intelligence
Data Privacy & Synthetic Data & Data Anonymization
Conversational Data Platform
Computer Vision & Vision-Language Models
Data Catalog & Data Lineage
Part of EU consortia advancing cancer diagnostics and immunotherapy research.
We specialize in developing novel architectures and proprietary models that go beyond standard approaches, turning theoretical breakthroughs into practical applications.
From foundational ML to cutting-edge generative AI, we master the full spectrum of technologies needed to build production AI systems.
Frontier Research
Exploring the edges of what's possible in machine learning: novel architectures, underexplored modalities, and problems where the path forward isn't yet mapped.
Learn moreTransforming Generic Models into Domain Experts
Reshaping generative models by fine-tuning, grounding, agentic orchestration, and hallucination prevention for systems that reason reliably.
Learn moreMaking AI Practical, Efficient, and Scalable
Making models run where they need to run. Quantization, pruning, distillation, and deployment strategies that balance latency, cost, and accuracy.
Learn moreBuilding Market-Ready Products
From architecture design to user interface. We ship complete products with authentication, monitoring, graceful degradation, and everything else production demands.
Learn moreOur Stack, Our Methodology
Technologies across ML, MLOps, backend, and frontend. It's backed by our own GPU infrastructure with cloud elasticity when you need to scale.
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Text, Vision, Audio, and Tabular data Combined
Real problems don't fit single-modality boxes. We build systems, often simultaneously, that understand language, see images, process audio, and reason over structured data.
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