Technical Skills

Programming Languages:

  • Python
  • VBA
  • SQL

Deep Learning Frameworks:

  • PyTorch
  • TensorFlow

Machine Learning Frameworks:

  • Scikit-Learn

Data Analysis Tools:

  • Pandas
  • Numpy
  • Matplotlib
  • Seaborn

Web Scraping Frameworks:

  • Selenium
  • BeautifulSoup

Other Software:

  • Docker
  • MS Office
  • Jira
  • Linux

Research and Analytical Skills

  • Statistical Analysis: Proficient in applying statistical methods to analyze complex datasets and derive meaningful insights.
  • Bioinformatics: Skilled in using bioinformatics tools and techniques for analyzing biological data, including genomic and proteomic data.
  • Computational Biology: Experienced in developing computational models to study biological systems and predict outcomes.
  • Chemoinformatics: Adept at utilizing chemoinformatics tools to analyze chemical data and predict molecular properties.
  • Molecular Dynamics: Proficient in performing molecular dynamics simulations to study the behavior of biomolecules at the atomic level.

AI and Machine Learning Skills

  • Graph Neural Networks: Experienced in developing and applying GNNs for various applications, including drug discovery and social network analysis.
  • Deep Learning: Skilled in designing and implementing deep learning models for image processing, natural language processing, and other applications.
  • Computer Vision: Proficient in using computer vision techniques to analyze medical images and extract relevant clinical information.
  • Large Language Models: Knowledgeable in applying large language models in healthcare to improve clinical decision support systems and medical documentation.

Communication and Collaboration Skills

  • Presentation Skills: Experienced in delivering clear and engaging presentations to diverse audiences, including academic, professional, and public audiences.
  • Team Work: Proven ability to work effectively in multidisciplinary teams, collaborating with researchers, developers, and healthcare professionals.
  • Mentorship: Experienced in mentoring students and junior researchers, providing guidance and support to help them achieve their academic and professional goals.
  • Project Management: Skilled in managing projects from conception to completion, ensuring timely delivery and adherence to quality standards.

Soft Skills

  • Critical Thinking: Strong analytical and problem-solving skills, with the ability to think critically and creatively to address complex issues.
  • Time Management: Effective at managing time and prioritizing tasks to meet deadlines and achieve project goals.
  • Adaptability: Flexible and adaptable, with the ability to quickly learn new skills and technologies to keep pace with industry advancements.
  • Interpersonal Skills: Excellent interpersonal skills, with the ability to communicate effectively and build positive relationships with colleagues and stakeholders.