Kishwar Shafin
Data ScientistResearch Scientist, Google
Google
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Research Scientist, Google
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Data Scientist
June 25, 2026 – Present
deeppolisher
December 11, 2023 – March 11, 2025
Transformer-based sequence correction method for genome assembly polishing
View Projectdeepsomatic
October 11, 2023 – Present
DeepSomatic is an analysis pipeline that uses a deep neural network to call somatic variants from tumor-normal and tumor-only sequencing data.
View ProjectHG002-issues
December 8, 2022 – September 11, 2025
HG002 human reference genome issue tracking and polishing
View Projecthapdup
October 15, 2021 – January 23, 2025
Pipeline to convert a haploid assembly into diploid
View Projectdeepconsensus
August 4, 2021 – Present
DeepConsensus uses gap-aware sequence transformers to correct errors in Pacific Biosciences (PacBio) Circular Consensus Sequencing (CCS) data.
View ProjectT2T-Polish
June 25, 2020 – Present
Evaluation and polishing workflows for T2T genome assemblies
View Projecthelen
February 15, 2019 – October 28, 2020
H.E.L.E.N. (Homopolymer Encoded Long-read Error-corrector for Nanopore)
View Projectdeepvariant
November 23, 2017 – Present
DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.
View ProjectCultural Fit Analysis
The candidate's projects are highly specialized in bioinformatics and genomics, indicating a strong focus within a niche area of data science. While this demonstrates deep expertise, the lack of diversity in project domains (e.g., finance, marketing, general AI/ML) might suggest a narrower scope of interest or experience, which could impact cultural fit in a broader data science role requiring adaptability across various industries or problem types. The current role at Google aligns well with a data scientist position, but the personal projects are all research-oriented, which may or may not align with product-focused data science roles.
Soft Skills & Operational Fit
The provided data does not contain information to assess soft skills or operational fit. Project descriptions are technical and do not offer insights into collaboration, problem-solving approach, or communication style.