Ishaan Singh is a Data Scientist with an MSc in Data Science from Chennai Mathematical Institute, specializing in NLP, machine learning, and financial technology. At Temenos, he has built sanctions screening pipelines using transformer-based neural networks, developed Python-based stateless microservices with FastAPI, and worked on credit rating models for banks in the MENA and Central Africa regions. He combines strong mathematical foundations with practical ML engineering skills in Python, Java, and SQL.
Experience
Data Scientist
Temenos
Modeled credit rating and cashflow for retail and commercial bank clients in MENA and Central Africa. Developed sanctions screening pipeline using transformer-based neural networks. Extracted rules from payment messages to build payment repair rule suggestion pipeline. Generated synthetic data for NLP tasks using seq2seq models. Developed stateless services in Python using FastAPI with CI/CD on AWS. Developed modular chatbot framework in Java using Dialogflow, Rasa and Amazon-Alexa.
Data Science Intern
Temenos
Surveyed machine learning on graphs (graph neural nets and graph convolutional nets) and spectral methods, and implemented methods in NumPy to compare with standard clustering methods used in fraud and anomaly detection.
Education
Chennai Mathematical Institute
MSc
Data Science