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@mathworks
Data Scientist
June 14, 2026 – Present
Pretrained-YOLOv8-Network-For-Object-Detection
February 28, 2024 – Present
YOLO v8 training and inference in MATLAB for Object Detection with yolov8n, yolov8s, yolov8m, yolov8l, yolov8x, networks
View ProjectPretrained-YOLOX-Network-For-Object-Detection
July 12, 2022 – February 1, 2024
YOLOX inference in MATLAB for Object Detection with yolox_s, yolox_m & yolox_l networks
View ProjectSeven-Segment-Digit-Recognition
November 16, 2021 – June 18, 2025
Seven Segment Digit Recognition in MATLAB
View ProjectText-Detection-using-Deep-Learning
June 18, 2021 – Present
Text Detection using Pretrained CRAFT model in MATLAB
View Projectpretrained-yolo-v4
June 15, 2021 – September 29, 2025
Object detection and transfer learning using pretrained YOLO v4 models in MATLAB.
View ProjectObject-Detection-Using-Pretrained-YOLO-v2
March 10, 2021 – February 1, 2024
YOLO v2 prediction and training in MATLAB for Object Detection with darknet19 & tinyYOLOv2 base networks
View ProjectCultural Fit Analysis
The candidate's projects are primarily focused on deep learning and computer vision, specifically object detection. This specialization indicates a strong interest and potential fit for roles requiring expertise in these areas. However, the lack of diversity in project types (e.g., NLP, tabular data, time series) and the absence of team-based projects make it difficult to fully assess broader cultural fit or adaptability to diverse data science challenges. The current experience at '@mathworks' as a Data Scientist aligns with the target role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.