Nancy Agrawal
Senior Data Scientist @Mastercard | Advancing AI for Graphs | MTech (CSA) - IISc Bangalore | GATE CSE 2020 - AIR 10
- Role
- Senior Data Scientist at Mastercard Ai Garage
- Location
- Gurugram, HR, IN
- LinkedIn followers
- 500 followers
About Nancy Agrawal
I am a Data Scientist with a strong academic foundation in Computer Science and a specialization in Machine Learning, earned through an M Tech (CSA) from IISc Bangalore. Proficient in Python, Machine Learning, Deep Learning, Data Science, Statistics, and SQL, I bring over four years of industrial and academic experience in leveraging AI to solve critical problems.With expertise in advanced graph techniques, scalable AI pipelines, and research areas such as graph anomaly detection, heterophily, bias, and fairness, I have successfully designed and deployed large-scale graph-based fraud detection models that significantly outperform traditional tree-based methods. Additionally, I have experience in Computer Vision (CV) and Natural Language Processing (NLP). I developed an image captioning system using object detection and created a recommendation system that ensures fairness against sensitive attributes.I am deeply passionate about researching, developing, and deploying innovative solutions for real-world challenges at scale.
Experience
Senior Data Scientist
Mar 2025 — Present · Gurugram, IN
Education
Shri G S Institute of Technology & Science
Bachelor of Engineering - BE
2016 — 2020
Indian Institute of Science (IISc)
Master of Technology - MTech
2020 — 2022
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