Anuradha Mahato
@anuradhamahato
Final-year student seeking roles in ML & AI
Bhopal, India
Anuradha Mahato is a final-year student pursuing an integrated BS-MS in Data Science. She has significant experience implementing advanced ML models, including segmentation for plaque burden calculation and optimizing object detection using YOLOv8. Her research background includes work on fog forecasting and privacy-preserving biometrics, demonstrating proficiency in PyTorch, TensorFlow, and various data science frameworks.
Experience
Master’s Thesis
Indian Institute of Technology Jodhpur
Implemented segmentation models on IVUS images for plaque burden calculation with binary and multiclass masks. Applied Active learning to reduce data dependency, improving performance by 5% in terms of meanIoU.
Research Intern
i-Hub Drishti, Technology Innovation Hub
Composed olfactory object dataset from publicly available datasets for olfactory object detection and classification. Optimized the performance using YOLOv8 model and achieved a mAP of 0.84 on 12 olfactory classes.
Research Intern
Singapore-MIT Alliance for Research & Technology Centre
Designed a dataset of 2005 to 2019 winters from Indo-Gangetic plains of India with regional reanalysis data. Assessed the performance of 5 ML algorithms for Fog Forecasting in Indo-Gangetic region.
Research Intern
International Institute of Information Technology Hyderabad
Segregated the UTKFace and ImageNet dataset based on age for training PrivacyNet. Applied age perturbation for privacy preservation using StarGAN without affecting the biometric score.
Education
Indian Institute of Science Education & Research Bhopal
BS-MS
Data Science
Conferences: Tropical Meteorology National Conference TROPMET’22, Oral Presentation || American Geophysical Union. International Conference AGU’22, Poster Presentation. Courses: AI, ML, DL, NLP, Optimization, CV, Spatial DS, Process Mining, Applied Accelerated AI, Cloud Computing.
No.1 Air Force School Gwalior
XII
Science stream
No.1 Air Force School Gwalior
X
N/A