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Alliance University
Data Scientist
June 12, 2026 – Present
Mamba-UNet-for-Diabetic-Foot-Ulcer-Segmentation
March 9, 2026 – Present
Hybrid CNN–SSM segmentation model combining UNet++ dense skip connections with Mamba state-space blocks to capture long-range spatial dependencies. Includes deep supervision, advanced augmentation, and boundary-aware evaluation for medical image segmentation.
View ProjectAdaptive-FSL-defect-detection-system-CIS
February 2, 2026 – Present
Adaptive-FSL-defect-detection-system-CIS — GitHub repository
View ProjectEnd-to-End-Prediction-Pipeline-with-CI-CD--IaC--and-Automated-Model-Retraining
October 27, 2025 – Present
End-to-End Prediction Pipeline with CI/CD, IaC, and Automated Model Retraining
View Projectci-cd-final-project
September 29, 2025 – September 29, 2025
Final Project for CI/CD course
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards personal learning and exploration in data science and machine learning, which could indicate a proactive and self-driven individual. However, the lack of diverse team projects or professional experience beyond a current 'Data Scientist' role with a future start date makes it difficult to fully assess cultural fit. The projects are primarily technical explorations rather than collaborative, real-world applications.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.