Credit Risk Forecasting
Scikit-learn/TensorFlow ensemble improving default prediction by 15% for banking partners.
Hi, I’m Tanushree 👋
Data Scientist & ML Engineer. I like building credit-risk models, NLP tools, and FastAPI backends that make data useful in the real world.
Skills
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Projects
HRMS Payroll Integration
FastAPI services for payroll + biometric ingest that cut manual workload by 40%.
Cyberbullying Detector
NLP pipeline with 92% accuracy and a Streamlit demo for rapid content review.
Experience
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Education
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Blog / Articles
Gross Domestic Product (GDP) — Analysis
Comparing developed vs developing nations, key indicators, and a simple linear regression model.
About Me
I’m an MSc Data Science & AI candidate blending computer engineering, finance, and applied machine learning. My work spans credit risk modeling, automated payroll systems, and NLP assistants that make data-driven decisions faster and more reliable for teams.
Outside of work I mentor aspiring technologists, contribute to analytics communities, and explore human-centered ways to align AI solutions with business outcomes.
Achievements & Highlights
- Delivered a cloud-automated infrastructure assistant that cut AWS provisioning time by 20%.
- Boosted student engagement 25% by weaving data science into higher-secondary CS curriculum.
- Implemented QA automation covering 90% of regression tests, saving 15 hours of manual effort weekly.
Contact
Email: tanu.nepal1@gmail.com
LinkedIn: linkedin.com/in/tanushree-nepal
Portfolio Chatbot (future)
Placeholder for an LLM Q&A bot about my projects.