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Artificial Intelligence

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We aim to digitize the “current experience” or to model the “needed experience” in an “industry-agnostic paradigm” by considering the proprietary data as the cornerstone within the frame of AI.

Our Competencies

In line with emmerging trends including Generative AI, model explainability, AIoT and hyper-personalization, we focus on
Transparent AI models with eXplainable outcomes
Models eligible to work with weak supervision
Synthetic data generation
Optimization for edge AI in resource-constrained environments
Pivotable models on multi-modal data
Secure AI architectures

Key Areas of our Expertise

Learning models

Development of supervised and unsupervised learning models.

Data augmentation

Affine or DL-based techniques for AI models to add versatility to the insufficient training data by artificially aggregating new data instances.

Data elimination

Smart techniques for reducing the data captured in excess that may overwhelm the systems.

ML-Ops pipeline

Design, model development and operations, involving data engineering, model engineering, validation, deployment & CI/CD processes.

Our Featured Case Studies

Our AI applications developed in safety and mission critical domains, by our integrated teams of data scientists, ML engineers, MLOps experts and prestigious advisors from academia

AI-Powered Medical Imaging

Deep learning models on high-res data to assist breast radiology workflow for accurate diagnostics.

Predictive Analytics for Optimal Triage

Edge AI models to detect potential cardiopulmonary risks before hospitalization or urgent care admission.

Flexible Network Intrusion Prevention System

Enhanced intrusion detection capability with ML algorithms to handle high volumes of network traffic.

Call-center Dialogue Analysis

Voice differentiation and transcription in a recorded dialogue with a bonus feature of mood analysis.

Personalized Well-Being Experience

Pose estimation on real-time captured data to produce personalized recommendations.

Natural Language Processing for EHR Automation

NLP algorithms to extract meaningful insights from clinical notes and reports.

Our AI Infrastructure

Our tailorable, flexible co-production infrastructure that we developed to produce artificial intelligence models also provides an “operational pipeline”.
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Elicitation of “use cases’’

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Data curation

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Model analysis, training and fine-tuning

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External validation

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Platform deployment

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MLOps cycles for resource and model monitoring

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Model security to avoid membership attacks

Case Study

We believe your challenge will lead us to a success story.

Flexible Network Intrusion Prevention System

CYBER SECURITY
MIDAS
ARTIFICIAL INTELLIGENCE

We share our expertise.

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