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Ashwini User

@ashwiniuser3

I build clinicogenomics platforms and reproducible analytics for precision oncology.

India
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At ConcertAI, I lead scientific and technical strategy for the Patient360 analytics platform, integrating clinical, genomic, biomarker, demographic, and real-world data across seven oncology indications.

I build scalable R and Python workflows for biomarker harmonization, patient stratification, predictive modeling, and clinicogenomic analysis. I work with global pharmaceutical partners to turn research questions into decision-ready evidence for translational oncology and precision medicine.

Previously, I developed clinical genomics pipelines at SciLifeLab, including BALSAMIC and UMI-based cfDNA workflows for low-frequency somatic variant detection. My work spans multi-omics, systems biology, network analysis, reproducible research, and mentoring scientific teams.

Experience

Work history, roles, and key accomplishments

ConcertAI logoCO

Clinicogenomics Analytics Manager

ConcertAI

Jan 2024 - Jul 2026 (2 years 6 months)

Led scientific and technical strategy for the Patient360 analytics platform, integrating clinical, genomic, biomarker, and real-world data across seven oncology indications. Developed scalable R and Python workflows for biomarker harmonization, patient stratification, and predictive modeling, and served as scientific liaison for global pharmaceutical partnerships.

Clinical Genomics, SciLifeLab logoCS

Sr Bioinformatics Scientist

Clinical Genomics, SciLifeLab

Apr 2020 - Feb 2024 (3 years 10 months)

Provided scientific and technical leadership in clinical cancer genomics and precision medicine, developing and maintaining the BALSAMIC pipeline for standardized sequencing analysis. Led UMI-based cfDNA workflows for low-input cancer samples, enabling detection of somatic variants at ~0.5% allele frequency.

SB

Bioinformatics Scientist

Sprint Biosciences

Sep 2019 - Nov 2019 (2 months)

Applied computational biology to oncology drug discovery, target identification, and biomarker research using public cancer genomics datasets. Performed gene expression, differential expression, and survival analyses in R to support patient stratification and translational insights.

Karolinska Institutet logoKI

PhD Researcher — Computational Biology

Karolinska Institutet

Jun 2015 - Aug 2019 (4 years 2 months)

Developed scalable bioinformatics workflows integrating Bulk RNA-seq, ChIP-seq, and ATAC-seq data for multi-omics and systems biology research. Designed and developed NEArender and EviNet for pathway enrichment and network modeling, and collaborated on identifying gene regulatory networks in embryonic brain development.

KG

Bioinformatician

Karolinska Institutet | SciLifeLab | University of Gothenbur

Oct 2011 - May 2015 (3 years 7 months)

Built scalable bioinformatics pipelines for RNA-seq and ChIP-seq analysis and benchmarked differential expression methods. Developed interactive R Shiny applications and the miRCode web platform, and established reproducible workflows using Snakemake and version control.

Education

Degrees, certifications, and relevant coursework

Karolinska Institutet logoKI

Karolinska Institutet

PhD, Computational Biology and Medical Sciences

2015 - 2019

PhD in Computational Biology and Medical Sciences from Karolinska Institutet, focusing on multi-omics and systems biology research.

Chalmers University of Technology logoCT

Chalmers University of Technology

MSc, Bioinformatics and Systems Biology

2010 - 2012

MSc in Bioinformatics and Systems Biology from Chalmers University of Technology.

VU

Vinayaka Mission University

Bachelor of Engineering, Bioinformatics

2006 - 2010

Bachelor of Engineering in Bioinformatics from Vinayaka Mission University.

Tech stack

Software and tools used professionally

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