Strategic & Technical Leadership
Strategic Planning
High-Level Decision Making
R&D Leadership
Team Collaboration
Product Design
Product Road Mapping
Problem Solving & Innovation
Stakeholder Engagement
Academic–Industry Partnerships
Data Analysis & Validation
Grant Writing
Scientific Writing
AI & Healthcare Expertise
AI/ML/DL
Classical & Advanced ML Models
CNNs
U-Net
NLP
GAN
Generative AI (ChatGPT, Gemini, Claude, LLaMA)
Agentic AI
Model Lifecycle
MLOps
Model Training
Fine-tuning
Edge AI
Embedding Models
Vector Databases
Medical Imaging & Analytics
X-ray
Mammogram
Ultrasound
CT
MRI
Ophthalmology
Oral Oncology
Dermatology
Histopathology (H&E)
Whole Slide Image (WSI)
Medical Datasets
Healthcare Standards
HL7
FHIR
EHR
ICD
DICOM
PACS
RIS
LIS/LIMS
Regulatory Compliance & Data Security
Regulatory Documentation
CE/EU MDR
ISO 13485
AI Ethics
Data Protection
Privacy-Preserving
Biometric Security
Technical Skills & Development Tools
Programming & Frameworks
Python
R
TensorFlow
PyTorch
Keras
Scikit-learn
OpenCV
Pandas
NumPy
AI Agent Development
LangChain
LangGraph
LangSmith
CrewAI
Flowise
LLM APIs
Agent Deployment
Development
CI/CD
Web/Cloud App Development
PyCharm
Cursor
Jupyter Notebook
Google Colab
MATLAB
Simulink
Figma
draw.io
Deployment
Microsoft Azure
Streamlit Community Cloud