Programming
Python · R · SQL · Bash · C · Java
06X ∈ ℝⁿ
Skills shown as evidence, not scores.
A grouped view of the tools and methods documented across both résumés. The vector view connects those skills back to the work that required them.
Machine learning & NLP
Scikit-learn · XGBoost · PyTorch · LLMs · LoRA / fine-tuning · Logistic Regression · Random Forest
Bayesian & statistics
Bayesian inference · Hierarchical models · Posterior estimation · Hypothesis testing · Regression · A/B testing · Permutation testing · Multiple testing
Statistical genetics
GWAS · eQTL / pQTL analysis · Colocalization · Variant-to-gene mapping · Mendelian randomization
Computational genomics
Molecular QTL integration · Transcriptomics · Spatial gene expression · Gene-set enrichment · GTEx · Allen Human Brain Atlas · Ensembl / VEP
Scientific & HPC
PyMC · ArviZ · SciPy · NumPy · Pandas · NetworkX · CUDA · SLURM · Linux · NVIDIA A100 / H100
Data systems
PostgreSQL · MySQL · MongoDB · DuckDB · Airflow · SSIS · ETL pipelines · Spark · Hadoop
Cloud & delivery
AWS · Google Cloud · Docker · Git · GitHub · FastAPI · React · Tailwind CSS
Visualization
Matplotlib · Seaborn · Plotly · Research figures · Quantitative summaries
E Evidence vectors
v₁Large-scale NLP
4.3M+ comments → 351,501 curated observations → LoRA-adapted Qwen3.5-9B
v₂Statistical genetics
GWAS + cis-eQTL + cis-pQTL + colocalization → posterior variant-to-gene evidence
v₃Scientific compute
CUDA Gauss–Jordan kernels + SLURM research workflows + A100/H100 batch computing
v₄Applied systems
FastAPI backends + React dashboards + Docker + SQL resource analysis