Fraud Decision Intelligence
CardShield
“Can we catch more fraud without blocking too many genuine customers?”
[ DATA SCIENCE · ML · AI ]
DATA SCIENTIST — ML / AI
I build machine-learning systems from raw data to deployed decisions.
SYSTEM ONLINE
I'm a data scientist who likes building the full system — from understanding the problem and preparing the data to modelling, deployment and explaining the result.
I completed an MSc in Data Science at the University of Hertfordshire after a BTech in Artificial Intelligence & Machine Learning. My work covers machine learning, analytics, computer vision and production-focused ML projects.
I'm currently exploring RAG, LLMs and agentic AI while continuing to strengthen my core data science and ML engineering skills.
Open to early-career data science and machine learning opportunities.
Python · SQL · Pandas · NumPy · Statistics
scikit-learn · PyTorch · XGBoost · NLP · Computer Vision
PySpark · Databricks · Azure · AWS S3 · AWS Glue · AWS Athena
MLflow · FastAPI · Flask · Docker · Git / GitHub
Power BI
RAG · LLMs · Agentic AI
14-MONTH ML RESEARCH INTERNSHIP
Deep learning for oral-cancer histopathology and WPOI classification using 292 whole-slide images.
PROJECTS / EXPERIMENTS / SYSTEMS
Five projects. Each one starts with a practical question and makes its data, method and limits visible.
Fraud Decision Intelligence
“Can we catch more fraud without blocking too many genuine customers?”
E-commerce Profitability Intelligence
“Where is an e-commerce business losing profit?”
Interview Answer Evaluation
“Can interview answers be evaluated more consistently?”
Completed practice version · no unfinished RAG or agent features represented.
Leakage-Safe Day-Ahead Forecasting
A day-ahead household energy study comparing statistical, machine-learning and foundation models across rolling test days.
Student Outcome Analysis
“What patterns are linked to student outcomes?”
HAVE A ROLE, PROJECT OR QUESTION?
I’m open to early-career roles in Data Science, Machine Learning and Analytics. If my work feels relevant, I’d like to hear from you.
Have a role, project or question? Send me a note and I’ll get back to you.
EMAIL ME VISIT MY GITHUB EXPLORE SELECTED PROJECTS