Scale-Down Photobioreactor: Kinetic Modeling & Real-Time Monitoring
Hardware integration, telemetry, and automated kinetic parameter estimation for micro-scale photobioreactors to standardize carbon fixation rate metrics.
RESEARCHResearch
Research
Archive
A record of my research journey — from early explorations to ongoing projects. Each entry represents a question, a process, and a step towards deeper understanding.
TOTAL PROJECTS20
FIG. 01Data visualization(Illustrative)
2026
6 PROJECTS
Pandemic Preparedness: Evolutionary Diagnostics
Computational approaches to identify conserved targets for mutation-resilient molecular diagnostics across polymorphic pathogen genomes.
AMR Gene Mobility: Cross-Continental Metagenomics
Resolving gut resistome mobilization dynamics, MGE co-localization, and multi-drug resistance cassettes across 243 metagenomes from five countries.
SIGAP: Peatland Wildfire Early Warning System
Predictive machine learning framework forecasting peatland flammability per 1x1 km grid cell at H-7 and H-30 planning horizons.
Deforestation & Disaster Vulnerability in Sumatra
Mixed-methods triangulation of GFW integrated alerts, NASA precipitation, and 132k social discourse posts across 77 spatial units.
PrimerLab Genomic: Automated Diagnostic Assay Framework
Modular clean-architecture Python bioinformatics framework for automated primer/probe design with ViennaRNA thermodynamic modeling.
2025
8 PROJECTS
Mitragyna Alkaloids: Opioid Receptor Subtype Docking
Molecular docking and stereochemical refinement of mitragynine against human delta (OPRD1) and kappa (KOR) opioid receptors.
Benchmarking Machine Learning Models for Seizure Classification
A systematic benchmarking study evaluating six ML architectures for EEG seizure detection with synthetic noise-stress testing and SHAP interpretability.
Comparative Genomics of Polymorphic Pathogens
Multi-strain entropy mapping across high-mutation viral genomes to systematically discover invariant target regions.
Indonesia Land Use Change Detection
A 24-year multi-sensor satellite panel study analyzing LULC dynamics and spatial econometric spillover drivers across 518 Indonesian regencies.
Environmental Hazards of Peatland Conversion
Satellite-derived multi-spectral indices quantifying hydrological degradation following industrial peatland exploitation.
In Silico Target Discovery for Invariant Antigens
High-throughput screening pipeline predicting conformational stability and epitope preservation under evolutionary pressure.
Network Pharmacology Toolkit
A computational toolkit for network-based drug repurposing, target identification, and polypharmacological profiling.
ARG Analysis in Klebsiella pneumoniae
Genomic dataset and variant calling outputs of clinical Klebsiella pneumoniae species complex isolates from Southeast Asia.
2024
3 PROJECTS
Automated Primer Design Workflow
Python pipeline coupling thermodynamic heuristics with allele frequency filtering to automate diagnostic assay design.
TCGA LUAD Transcriptomic Analysis
Differential expression profiling and survival analysis identifying prognostic biomarker signatures in lung adenocarcinoma.
Antimicrobial Resistance Surveillance Framework
Standardized data schema and bioinformatic reporting protocol for multi-center hospital resistance monitoring.
2023
1 PROJECT
Phylogenetic Analysis of Viral Lineages
Maximum likelihood phylogenetic tree inference reconstructing transmission clades and temporal mutational shifts.
2022
1 PROJECT
Computational Biology Foundations
Early algorithms, sequence parsing scripts, and baseline statistical implementations in exploratory bioinformatics.
2021
1 PROJECT
Detection of Avian Influenza in Laying Hens via RT-PCR
Veterinary pathology diagnostic investigation correlating post-mortem necropsy lesions with 220 bp Matrix gene RT-PCR amplification.
No Projects Found
There are no research projects matching your selected filter combination.