Shar

Key Achievements & Highlights

• 1

  Developed and deployed RESTful APIs using Django with PostgreSQL on AWS RDS for a scalable social media platform.

• 2

  Contributed to LiDAR-based object detection using YOLOv8

• 3

  including annotation

• 4

  semantic segmentation

• 5

  and object detection.

• 6

  Led a 3-member team to develop a real-time Sign Language Recognition System using a no-code machine learning model trained with Google Teachable Machine .

• 7

  Designed and implemented a deep learning-based NSFW content detection system using an Xception-based CNN model

• 8

  trained on 20

• 9

  000 labeled images

• 10

  achieving 92% classification accuracy .

• 11

  Built a credit card fraud detection system using scikit-learn

• 12

  evaluating multiple classifiers including Logistic Regression (94.6% accuracy)

• 13

  Random Forest (96.2%)

• 14

  Support Vector Machine (93.1%)

• 15

  and K-Nearest Neighbors (88.7%) to identify fraudulent transactions in an imbalanced dataset.

Skills