Financial Risk Prediction
An interpretable default-risk workflow that ranks approximately 30,000 customers by probability of default.
Data Scientist at UCAS, building production Python services, automated pipelines and applied machine-learning solutions that people can trust.
Built for real operations. Authorised data, resilient consumers and observable delivery.
Selected work
Explore five detailed projects with interactive workflows, analytical views, architecture, decisions and outcomes.
An interpretable default-risk workflow that ranks approximately 30,000 customers by probability of default.
An MSc dissertation combining ARIMA, Transformer modelling and financial-news sentiment for short-term NSE price forecasting.
An MSc project combining machine learning with geospatial analysis to predict crime rates and reveal potential hotspots.
An independent Power BI analysis using Edinburgh Leisure data to compare activity usage, customer engagement and site performance.
A customer-centred workspace that helps job seekers discover relevant roles, organise applications and create tailored application materials in one guided flow.
Experience
A clear progression through data operations, analytics, machine learning and ownership of production services across the UK and India.
University of Birmingham
VT University
Toolkit
I work across the full path from raw data and modelling to testing, deployment and dependable delivery.
Why hire Nishant
I bring analytical depth, engineering discipline and clear communication to teams that need dependable data products, not isolated experiments.
I take data services beyond the notebook—with validation, logging, testing and reliable operational delivery.
Ready to discuss at interviewI connect Python and SQL analysis to validated models, AWS workflows, dashboards and stakeholder-ready outputs.
Ready to discuss at interviewI review code, debug services, plan milestones and take ownership of releases while keeping technical and business teams aligned.
Ready to discuss at interviewShare the role, priorities and hiring timeline. I'll respond directly.
Next opportunity
I'd be glad to discuss roles where reliable engineering and thoughtful analysis make a visible difference.
Coventry, UK · Open to UK-wide opportunities