Leadership & Strategic Management

• R&D Leadership, Team Management, Strategic & Organizational Planning
• High-level Decision Making, Technical Roadmapping, and Problem Solving

Analytical Thinking & Technical Communication

• Data Analysis, Quantitative Reasoning, and Statistical Inference
• Research Reporting, Scientific & Technical Writing, Proposal Development

Collaboration & Interdisciplinary Work

• Cross-functional Teamwork, Stakeholder Engagement & Communication
• Academic–Industry Partnerships and Translational Research Coordination

Artificial Intelligence & Machine Learning

• Machine Learning, Deep Learning (CNNs, RNNs), Generative AI (GANs), Large Language Models (LLMs)
• NLP: BERT, Transformers, Text Classification
• Prompt Engineering (ChatGPT, Gemini), Model Training & Fine-tuning, and Feature Engineering

Healthcare & Biomedical Applications

• Medical Image Analysis (X-ray, MRI, CT, Ultrasound, Mammography, Histopathology), and Clinical Data Analysis (Demographic & Clinical, ECG Signal, and EEG Signal)
• Knowledge of HL7 & FHIR standards, DICOM standard, Software as a Medical Device (SaMD) Development, CE/FDA Compliance
• Clinical Decision Support Systems, Remote Patient Monitoring & IoMT Solutions

Privacy, Security, Computer Vision & Signal Processing

• Data Protection in Healthcare, Cryptographic Solutions, Biometric Security, Digital Rights Management
• Compressive Sensing, Signal & Image Processing Techniques

Programming Languages & Libraries

• Python, R, MATLAB, Simulink

AI/ML Frameworks & Tools

• TensorFlow, PyTorch, Keras, Scikit-learn, OpenCV
• ChatGPT & Gemini (Prompt Engineering), Cursor (AI IDE), v0.dev

Data Science & Computational Tools

• Pandas, NumPy, Google Colab, SCILAB

UI/UX Design & Prototyping Tools

• Figma, Google Stitch (AI-powered UI/UX Design)

Project & Task Management Tools

• Microsoft 365 (Project, Planner, OneNote, SharePoint), Notion

System Design & Visualization Tools

• draw.io (Architecture Diagrams, Flowcharts), napkin.ai (AI Concept Sketching)

Documentation & Productivity Tools

• Microsoft Word, Excel, PowerPoint, LaTeX

Communication & Collaboration Platforms

• Microsoft Teams, Google Meet, Zoom