Aditya Soni

About Aditya Soni

Greetings! With 3 years of practical experience in Machine Learning, I am currently contributing as a Senior Data Scientist at NPCI, experience specializing in fraud detection and machine learning. In my current role at the National Payments Corporation of India, I\'ve had the opportunity to develop various ML models that significantly improve fraud prevention and detection. For instance, I contributed to the AEPS Fraud Model, which led to a 75% reduction in fraudulent transactions, translating to substantial monthly savings for customers. Additionally, I’ve built end-to-end ML lifecycle platforms on Kubernetes, optimizing ML pipeline efficiency by over 80%.I bring expertise in Python, SQL, and a range of ML tools like Kubeflow, MLflow, and TFX. Beyond technical skills, I’m passionate about making machine learning impactful in real-world applications and collaborating closely with teams to drive practical business solutions. My focus is on combining deep technical skills with business insight to deliver scalable solutions that address critical challenges in fraud detection.

Experience

1. Data Science Consultant

   Straive

   Nov 2025 — Present · Gurugram, IN

Education

• Aditya Birla Public School

  Higher secondary, Science

  2017 — 2018

• Global Institute of Technology Services

  Bachelor of Technology, Computer Engineering

• International Institute of Information Technology Hyderabad (IIITH)

  Postgraduate Certification , Artificial Intelligence & Machine learning

• Global Institute of Technology,Jaipur

  B.Tech - Bachelor of Technology, Computer Science and Engineering

  2018 — 2022