Mukul Dayal
Senior Data Scientist @ Instnt AI/ML || Fraud Detection || Risk Assessment || Python Development
- Role
- Senior Data Scientist at Instnt
- Location
- Meerut, UP, IN
- LinkedIn followers
- 500 followers
About Mukul Dayal
As a Senior Data Scientist at Instnt, I focus on developing and deploying machine…
Experience
Senior Data Scientist
Jul 2024 — Present · NY, US
As a Senior Data Scientist at Instnt, I lead the development of machine learning models for customer identity verification and fraud detection within the financial and identity verification (IDV) domain. My responsibilities include designing end-to-end data science pipelines — from raw data ingestion and preprocessing using AWS Glue and PySpark to advanced feature engineering and model training with tools such as H2O, Scikit-Learn, and Keras.I work closely with cross-functional teams to modernize and scale legacy decision systems by integrating cloud-native and serverless technologies like AWS Lambda. I actively manage model evaluation using metrics like AUC and AUCPR, perform hyperparameter tuning, and ensure robust model deployment and version control using MLflow. Additionally, I contribute to architecture decisions for scalable fraud detection workflows and support real-time inference systems in production.
Education
Meerut Institute of Engineering and Technology(MIET)
Bachelor's degree
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