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Akshay Ray

@akshayray

Associate Data Scientist at National Payments Corporation of India

Hyderabad, Telangana

akray45

National Payments Corporation of IndiaHERITAGE INSTITUTE OF TECHNOLOGY, KOLKATA

Akshay Kumar Ray is an Associate Data Scientist with experience developing AI platforms and fraud mitigation models. He has expertise in Python, Django, and microservice architecture, having implemented complex systems for NPCI. His skills span data engineering, machine learning, and building robust APIs using technologies like GCP, Redis, and ElasticSearch.

Experience

ASSOCIATE DATA SCIENTIST

National Payments Corporation of India

Jul 2021 - PresentHyderabad, Telangana

Developed the backend for NPCI Internal Co-Creational AI Platform using containerized microservice architecture via Python Django and Django RestFramework. Implemented the authentication mechanism using Keycloak, LDAP. Setup the CI-CD pipeline for entire backend and frontend through jenkins. Implemented the common discussion forum for users via Discourse an open source discussion forum. Worked in the UPI P2M Fraud Model to mitigate the fraud risk of UPI ecosystem by declining the transactions on real time with a hit rate of 80 % and false positive ratio of 1:20. Implemented the service code for the same via Python Falcon. Developed Cybersafe and Ministry of Home Affairs API’s, which provides fraud realted information in realtime to all police stations across India with a success response rate of 99.99 % for UPI, IMPS, AEPS. Developed the API for the same via Python, Falcon, Celery, Redis, ElasticSearch. Implemented the speech to text service for voice enabled payments system through Vakyansh model. Developed the intent and named entity recognition models for both english and hindi via BERT and Muril model. Developed the end to end model service pipeline through containerized microservice architecture using Docker, Flask, GRPC for incoming audio stream data through NATS, and deployed on GCP.

Education

HERITAGE INSTITUTE OF TECHNOLOGY, KOLKATA

BTech

Computer Science

Aug 2021

Coursework included Data Structures and Algorithms, Object Oriented Programming, Probability and Statistics, Linear Algebra, Computer Networks, Operating Systems, Artificial Intelligence, Machine Learning, Statistical Learning, Database Management Systems, Data Mining.

Skills

Python
C/C++
Java
SQL
BASH
Django
Flask
Falcon
Fastapi
gRPC
PostgreSQL
ElasticSearch
Redis
MongoDB
Pandas
Numpy
Matplotlib
Scikit-Learn
Pytorch
Tensorflow
Docker
Linux
GCP
Nginx
Prometheus
Grafana
Jenkins
Keycloak
Tmux
Celery
Minio(s3)
pytest
Hypothesis
Junit5
Unittest
NLTK
Spacy
Transformers
Pyspark
Kafka
Airflow