Nymph Solutions
Cortex AI · Research & Innovation Lab

Translating frontier AI into verifiable real-world applications.

Cortex AI operates at the intersection of rigorous scientific inquiry and industrial implementation. We develop novel multimodal architectures, clinical diagnostic models, and edge robotics, validated through international peer-reviewed publication.

cortexairg.com ↗
Core Inquiry

Active research domains

Biomedical AI

Medical imaging, diagnostic inference pipelines, cardiovascular anomaly detection

Multi-Modal & Self-Supervised Learning

Unified vision-language architectures, zero-shot classification, representation learning

3D Scene Understanding

Spatial computing, LiDAR-fused depth estimation, structural scene graphs

Bio-Inspired Robotics

Adaptive kinematic controls, edge neural network inference, sensor fusion

AI for Agriculture & Plant Health

Transformer-based leaf pathology recognition, edge diagnostic models for farmers

Verified Scholarship

Peer-reviewed publications

Strict Q1 / High Impact Factor Journals Only
Q1·Plant Methods·2025·IF 5.6·Agricultural AI & Vision
PlantCareNet: plant-disease recognition & prevention
VERIFICATION: Published in Springer Nature Plant Methods; peer-reviewed indexing verified.Inspect citation dossier
Q1·Nanoscale Advances·2024·IF 4.6·Biomedical & Materials AI
Generative Neural Networks for Nanoparticle Design
VERIFICATION: Royal Society of Chemistry publication; validated experimental nanoparticle generation.Inspect citation dossier
Q1·Heliyon·2024·IF 3.4·Computer Vision & Transformers
Mango Leaf Disease ID: a Vision Transformer study
VERIFICATION: Cell Press / Elsevier Heliyon peer-reviewed volume.Inspect citation dossier
Q1·Smart Agricultural Tech·2023·IF 6.3·Edge Deep Learning
Banana SqueezeNet: fast CNN for leaf-disease diagnosis
VERIFICATION: Elsevier Smart Agricultural Technology; verified high-throughput mobile edge architecture.Inspect citation dossier
Institutional Alliances

Institutional collaborations

Real research partnerships with leading medical centers and university departments.

Active Research Collaboration

National Institute of Cardiovascular Diseases (NICVD)

Focus: Clinical ECG and cardiology image analysis models

VERIFIED JOINT PROTOCOL
Institutional Clinical Partner

Combined Military Hospital (CMH)

Focus: High-precision clinical diagnostic validation

VERIFIED JOINT PROTOCOL
Academic Research Consortium

University of Dhaka (Botany, Geology, Engineering)

Focus: Cross-disciplinary datasets, field trials, and thesis co-supervision

VERIFIED JOINT PROTOCOL
Academic & Clinical Consortium

Propose a research collaboration

We collaborate with hospitals, university faculties, and enterprise R&D groups on high-impact AI challenges. Grants, joint thesis supervision, and paper co-authorship welcomed.