1️⃣ Computational & Bioinformatics Research

Antibacterial Peptides

Status: Completed

Summary: This project investigated antibacterial peptides through integrated computational analysis and experimental validation, aiming to identify effective peptide candidates against clinically relevant bacterial pathogens. The study generated validated results and contributed to peer-reviewed research outputs.

RNA Bioinformatics

Status: Active

Summary: This project focuses on bioinformatic analysis of RNA-related datasets, including transcriptomic profiling and computational interpretation of RNA-based regulatory mechanisms in disease-related contexts.

Stability in Peptides

Status: Active

Summary: This project applies machine learning approaches to peptide datasets to identify patterns related to biological activity and to support predictive modeling in peptide design and functional annotation.

Vaccine Design – Acinetobacter baumannii

Status: Active

Summary: This project focuses on immunoinformatics-driven vaccine design against Acinetobacter baumannii, including antigen screening and epitope-based analysis to support the development of potential vaccine candidates.

Vaccine Design – Staphylococcus aureus

Status: Active

Summary: This project applies computational vaccine design approaches to identify promising antigenic targets against Staphylococcus aureus, with emphasis on epitope prediction and immune response modeling.

Systematic Review in LLMs in Lung Cancer

Status: Active

Summary: This project is a PRISMA-guided systematic review evaluating current applications of large language models (LLMs) in lung cancer research and clinical practice. The review aims to synthesize existing evidence, identify methodological challenges, and highlight future directions for AI-driven oncology research.

Narrative Review in Exosomes in Endometriosis

Status: Active

Summary: This narrative review explores the role of exosomes in the pathophysiology, diagnosis, and therapeutic potential of endometriosis. The study synthesizes current literature to highlight emerging mechanisms and translational opportunities related to exosome-mediated communication in endometriosis.

Narrative Review in Breast Cancer

Status: Active

Summary: This narrative review synthesizes current advances in breast cancer research, with emphasis on molecular mechanisms, diagnostic biomarkers, and emerging therapeutic strategies relevant to translational oncology.

Narrative Review in Antimicrobial Peptides (AMPs)

Status: Active

Summary: This narrative review provides a comprehensive overview of antimicrobial peptides (AMPs), focusing on their structural diversity, mechanisms of action, and emerging therapeutic applications in infectious disease management.

Nano–Enzyme Systems

Status: Completed

Summary: This wet-lab project investigated nano–enzyme systems with a focus on enzyme immobilization and functional enhancement using nanomaterials. The study aimed to improve enzyme stability and activity for potential biotechnological applications.