Skills
- Programming & scripting: R, Python, Bash, SQL, Git/GitHub, JavaScript
- Data products & publishing: R Shiny, Quarto, Streamlit, Jupyter, interactive dashboards (ggplot2, Plotly, D3, Leaflet)
- Bioinformatics & multi-omics: single-cell & spatial transcriptomics, bulk RNA-seq, variant & clinical analysis, multi-omics integration; Seurat, DESeq2, CellChat, Bioconductor, nf-core / Nextflow
- Workflows & infrastructure: reproducible workflows, Docker, REST APIs, Posit publishing, AWS, GCP, HPC / SLURM
- Agentic AI & ML: Google ADK, OpenAI APIs, LangChain, MCP, A2A, tool-calling; LLM apps, Neo4j knowledge graphs, machine learning (classification, feature selection, network analysis)
Languages
- Hindi (native)
- English (C1)
- German (elementary)
Test scores
- IELTS Academic (Dec 2020): 7.5
- GATE 2021 Biotechnology: Qualified
Certifications
- Certified Instructor, The Carpentries (2024 to present)
- EMBL-EBI: Cancer Genomics and Transcriptomics (32 hours, May 2025)
- EMBL-EBI: Single-cell RNA-seq Analysis with Python (35 hours, Feb 2025)
- NVIDIA: Fundamentals of Deep Learning (certificate)