Skills & Expertise
Technical Skills
Programming Languages
- Python Advanced proficiency in development and analysis
- R Advanced proficiency in development and analysis
- MATLAB Advanced proficiency in development and analysis
- JavaScript Advanced proficiency in development and analysis
- SQL Advanced proficiency in development and analysis
Frameworks & Libraries
- TensorFlow Extensive experience in research applications
- PyTorch Extensive experience in research applications
- scikit-learn Extensive experience in research applications
- pandas Extensive experience in research applications
- numpy Extensive experience in research applications
- ggplot2 Extensive experience in research applications
Tools & Platforms
- Git Proficient in development and deployment
- Docker Proficient in development and deployment
- Jupyter Proficient in development and deployment
- RStudio Proficient in development and deployment
- Linux Proficient in development and deployment
- AWS Proficient in development and deployment
Research Areas
Metabolomics
- Advanced methodologies and applications
- Data analysis and interpretation
- Research design and implementation
Antimicrobial Peptides
- Advanced methodologies and applications
- Data analysis and interpretation
- Research design and implementation
Computer Vision
- Advanced methodologies and applications
- Data analysis and interpretation
- Research design and implementation
Machine Learning
- Advanced methodologies and applications
- Data analysis and interpretation
- Research design and implementation
Bioinformatics
- Advanced methodologies and applications
- Data analysis and interpretation
- Research design and implementation
Academic Competencies
Data Analysis & Statistics
- Statistical modeling and hypothesis testing
- Multivariate analysis techniques
- Bioinformatics data processing
- Machine learning and predictive modeling
Research Methodologies
- Experimental design and execution
- Literature review and synthesis
- Scientific writing and presentation
- Collaborative research projects
Computational Biology
- Sequence analysis and genomics
- Metabolomics data interpretation
- Systems biology approaches
- High-throughput data analysis
Professional Development
Certifications & Training
- Bioinformatics and computational biology courses
- Machine learning and data science workshops
- Research methodology training
- Scientific communication skills
Research Experience
- Metabolomics analysis and interpretation
- Antimicrobial peptide research
- Computer vision and NLP applications
- Collaborative international projects
Collaboration & Communication
Research Collaboration
- Interdisciplinary research teams
- International research partnerships
- Industry-academic collaborations
- Open source project contributions
Communication Skills
- Scientific writing and publication
- Conference presentations and posters
- Teaching and mentoring
- Technical documentation
Future Learning Goals
- Advanced machine learning techniques
- Cloud computing and distributed systems
- Emerging bioinformatics tools
- Interdisciplinary research methods
I’m continuously expanding my skill set through research projects, coursework, and collaboration opportunities. Feel free to reach out if you’d like to discuss potential research collaborations or opportunities.