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Assessing your cultural and operational fit
Hematology_online_viewer
June 3, 2026 – Present
Hematology_online_viewer — GitHub repository
View ProjectReferralSegModel
March 23, 2026 – Present
Creating a new model and finetuning existing VLMs/image-text reasoning models on the RefrralSeg data as well as other datasets and checking how well the reasoning transfers to other modalities
View ProjectHistopathology_Benchmark
February 29, 2024 – Present
Bencharking and updating plip and similar histopathoogy models
View ProjectDomAIn_white_blood_cells
November 1, 2023 – December 5, 2023
DomAIn_white_blood_cells — GitHub repository
View Projecttmss_miccai
June 11, 2022 – October 18, 2022
TMSS: An End-to-End Transformer-based Multimodal Network for Segmentation and Survival Prediction
View ProjectBioMedIA-Hecktor2021
September 17, 2021 – September 19, 2021
Hecktor-2021 Challenge Task-2 (Prognosis) code
View ProjectCultural Fit Analysis
The candidate's projects are highly specialized in biomedical AI, which indicates a strong focus within a niche. While this demonstrates depth, the lack of diversity in project domains outside of this specific area might suggest a narrower range of interests or experience, potentially impacting cultural fit in a broader data science role. The target role is 'Data Scientist', which can be very broad, and the candidate's experience is very specific to medical imaging and histopathology.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's project descriptions are technical but do not provide insight into collaboration, problem-solving approaches, or communication style.