Sales Intelligence Story
From revenue growth to profitable growth, with discount pressure, returns risk, operational recovery, and loyalty scale.
Power BIData AnalysisStorytelling
Projects
Filter my projects based on your interest.
Binary Prediction of Poisonous Mushrooms
Classification pipeline and evaluation for predicting poisonous vs edible mushrooms.
Data AnalysisPythonMachine LearningAI
Dog Breeds Classification with CNN
Deep learning image classification with strong validation and practical structure.
PythonMachine LearningAI
Text Summarization
NLP summarization experiments and clean project structure.
PythonAI
Grid Randomize Search
Hyperparameter search utilities and benchmarking approach.
PythonMachine Learning
HR Workforce Insights
Add your workforce reporting project here: headcount, attrition, absence, workforce planning.
Power BIData Analysis
Coming soon
Percentify (Python Package)
A lightweight Python package for fast percentage and proportion calculations, designed to simplify common analytics tasks and reduce repetitive spreadsheet-style work in code. Useful for quick reporting, comparisons, and clean numeric summaries.
Python
Harnessing Higher Generative Artificial Intelligence for Educational Pedagogy: Human-AI Collaboration in ChatGPT Experiences
The study explores how advanced ChatGPT models could reshape education through personalised learning, while outlining benefits, risks, and safe strategies to support STEM and education-related Sustainable Development Goals.
Research Publications
AI
MammoFormer: Transformer-Based Explainable Deep Learning for Breast Cancer Detection
Peer-reviewed research introducing MammoFormer, a transformer-based framework for mammography-based breast cancer detection with explainable AI (XAI). The work compares multiple deep learning architectures and image enhancement techniques to improve performance and clinical interpretability.
Research Publications
AI
Machine Learning