Computational Biology

Reading the code of life.Genomes, sequences & compute.

We research genomic sequence mapping, DNA/RNA motif analysis, pathogen structures, and high-performance bioinformatics pipelines.

01 / Scope

Mapping genetic data with computational rigor.

Biological data expands faster than physical lab infrastructure. We build algorithms and computational pipelines that align raw sequencing reads, annotate genomic variants, and model molecular interaction pathways.

Genomic Sequence Alignment & Motif Analysis
DNA/RNA Variant Calling & Feature Annotation
Microbial & Pathogen Genome Profiling
Reproducible Bioinformatics Pipelines & CLI Tooling

02 / Philosophy

Biology at scale needs reproducible software.

Sequencing technologies produce massive volumes of raw data. Without clean software engineering and repeatable pipeline execution, biological insights remain trapped in unvalidated scripts.

Pipeline Determinism

Guaranteed reproducible runs from raw FASTQ to annotated VCFs.

Terminal-First DX

Fast interactive CLI utilities designed for computational biologists.

03 / Research Pillars

Lab Pillars

Genomics

Genome assembly, read alignment, and structural variant detection across diverse organism datasets.

Sequence Analysis

Motif searching, k-mer profiling, and comparative sequence alignment for DNA, RNA, and proteins.

Molecular Modeling

Structural protein visualization, docking simulation support, and conformational energy calculation.

Pathogen Insights

Tracking viral mutation trajectories, bacterial resistance genes, and epidemiological genome trees.

04 / Methodology

The Bio-Compute Loop

01 / SAMPLE

Ingest Raw Data

Receive raw sequencing reads (FASTQ) and experimental sample metadata.

02 / PROCESS

Align & Trim

Filter low-quality bases, index reference genomes, and align reads with high throughput.

03 / ANALYZE

Call Variants

Identify single nucleotide polymorphisms (SNPs), insertions, and structural genomic edits.

04 / INTERPRET

Annotate & Visualize

Map variants to functional gene annotations and render interactive terminal visualizers.

05 / Flagship Bioinformatics Tool

HelixCLI — interactive genomic terminal.

HelixCLI is our high-performance terminal interface built for genetic sequence exploration, fast k-mer searching, and automated workflow execution directly from the command line.

Fast Sequence Alignment

Sub-second k-mer search & indexing.

Local & Cloud Pipelines

Seamless execution on HPC nodes.

06 / Lab Projects

Computational Biology Projects

HelixCLI

Active

Interactive terminal tool for exploring genomic sequences, mapping, and bioinformatics workflows.

Genomic Sequence ExplorationBioinformatics

BioNav

Discontinued

Dashboard for visualizing microbial pathogen structures and molecular interaction pathways.

Pathogen & Molecular VisualizationMolecular Modeling

CodonRail

Active

High-throughput pipeline runner that processes raw sequencing reads through clean, repeatable steps.

Bioinformatics PipelinesPipelines

Oriscope

In Development

Genome browser for inspecting target gene regions, variants, and sequence annotations.

Genome Region BrowsingGenome Browser

Strandmark

Active

Feature labeling tool for marking DNA and RNA sequence motifs for biological research review.

Sequence Motif AnalysisMotif Labeling

07 / Focus Vectors

Topics We Explore

Gene Expression Profiling

Analyzing RNA-seq count data to quantify tissue-specific gene regulation shifts.

Variant Functional Impact

Mapping non-synonymous mutations to structural protein domain alterations.

Microbial Metagenomics

Profiling complex environmental and gut microbiome sequence assemblies.

Pipeline Reproducibility

Building containerized, version-locked Nextflow and Snakemake workflow runs.

08 / Principles

01Careful data handling02Reproducible pipelines03Open sequence formats04Honest biological limits

Partner with our computational biology team

Interested in genomics pipelines, sequence analysis tools, or pathogen research collaboration? Reach out to connect with QeinLabs.

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