HITESH PANSE
Hyderabad,Telangana
Summary
Experienced data scientist with a proven track record of delivering exceptional results. Skilled in data analysis, model development, and scalable data solutions. Dedicated to improving processes and optimising outcomes through machine learning and data-driven approaches.
Overview
2
2
years of professional experience
1
1
Certification
Work History
Senior Associate Data Scientist
National Payments Corporation of India
2024.07 - Current
- Experienced data scientist with a proven track record of delivering exceptional results
- Skilled in data analysis, model development, and scalable data solutions
- Dedicated to improving processes and optimizing outcomes through machine learning and data-driven approaches
- Project - Unified Anti-Money Laundering(AML) â- Developed model utilizing a combination of IMPS and UPI transaction data, collaborating closely with the risk team to address the AML cases effectively
- Conducted Comprehensive data analysis by integrating both product datasets, followed by Feature Engineering and
- Selection
- Designed and trained Neural Network Models using TensorFlow, achieving significant improvements in predictive accuracy by 40% for identifying potential money laundering activities
- Executed inference on future transaction data, enabling proactive risk assessment and compliance monitoring.
Associate Data Scientist
National Payments Corporation of India
2023.05 - 2024.06
- Project - RuPay Fraud Model(ECOM) â- Developed model for detecting ECOM fraud transactions on RuPay cards with accuracy of 80%, using comprehensive data analysis to identify patterns
- Created customer and merchant profiles to enhance fraud detection algorithms based on transaction history
- Developed and fine-tuned Random Forest model with hyper parameter tuning, ensuring robust real-time monitoring
- Utilized NumPy, Pandas, DBT, Dagster, Trino, Redis, MongoDB, and Kafka for comprehensive data manipulation, model training, and storage solutions
- Established end-to-end data pipeline for FIU, enabling efficient data transfer from Hadoop to Kafka and
- Elastic Search, while maintaining system performance with Hadoop, Hive, and Airflow.
Graduate Engineer Trainee
National Payments Corporation of India
2022.07 - 2023.05
- Facilitating seamless data migration from old architecture comprising of HDFS,Hive and Tableau to new architecture â- Successfully reduced manual processes by up to 85% through automated solution for daily data porting and reporting, improving team efficiency and accuracy
- Designed and developed end-to-end data pipelines in MySQL, PySpark, Hive facilitating seamless data extraction, transformation, and loading from diverse sources.
Education
Bachelor of Technology - Computer Science and Engineering
Shri Ram Institute of Science And Technology
Jabalpur05.2022
Skills
- Machine Learning
- Deep Learning
- EDA, Feature Engineering
- Python, SQL
- Hive, Hadoop
- Amazon S3,Trino
- Visualization Tools: Tableau, Superset
- Data Analytics
Certification
PG Certification in Artificial Intelligence and Machine Learning, IIIT-Hyderabad [2023-2024]
Timeline
Senior Associate Data Scientist
National Payments Corporation of India
2024.07 - Current
Associate Data Scientist
National Payments Corporation of India
2023.05 - 2024.06
Graduate Engineer Trainee
National Payments Corporation of India
2022.07 - 2023.05
Bachelor of Technology - Computer Science and Engineering
Shri Ram Institute of Science And Technology
PG Certification in Artificial Intelligence and Machine Learning, IIIT-Hyderabad [2023-2024]
Similar Profiles
Tushar DeokarTushar Deokar
Lead Product - Credit Cards at National Payments Corporation of IndiaLead Product - Credit Cards at National Payments Corporation of India
Tushar DeokarTushar Deokar
Lead Product - Credit Cards at National Payments Corporation of IndiaLead Product - Credit Cards at National Payments Corporation of India
Narayana ImandiNarayana Imandi
Senior Consultant Data Science at National Payments Corporation of IndiaSenior Consultant Data Science at National Payments Corporation of India