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Assessing your cultural and operational fit
dhMicroelectronics
August 19, 2025 – August 19, 2025
dhMicroelectronics — GitHub repository
View ProjectDistillation-with-small-LM
September 26, 2024 – September 26, 2024
Text-to-SQL tasks with small language models using recursive distillation.
View ProjectDebias-medical-images
September 26, 2024 – October 2, 2024
Proposed data preprocessing techniques to mitigate the bias in the medical dataset.
View ProjectPrompt-Selection
September 11, 2024 – September 11, 2024
Prompt-Selection — GitHub repository
View ProjectFairness_Online_Bipartite_Matching
April 26, 2024 – June 2, 2024
An innovative algorithm called Priority-Updated-Match for online bipartite matching problems to ensure fairness among different groups.
View Project4413-Deliverable-Team-D
November 18, 2023 – December 4, 2023
4413-Deliverable-Team-D — GitHub repository
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards data science and machine learning, which aligns with the target role of Data Scientist. However, the projects are all personal and lack details on team collaboration or real-world impact, making it difficult to assess cultural fit comprehensively. The diversity of technologies used across projects (Python, Java, JavaScript, HTML, CSS, PHP) indicates a broad technical curiosity, but also suggests a potential lack of deep specialization in data science specific tools.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.