Explaining the work out loud.

Question Everything about Machine Learning

A live Q&A session for community members, working through practical machine learning questions from people learning the field.

Finding the Best Solution for Image Processing

How to choose an approach for image processing problems — a walk through the relevant research and the implementations behind it. Presented at the Global AI Fest virtual AI and ML conference.

Novel XGBoost Tuned Machine Learning Model for Software Bug Prediction

Research-paper talk at the International Conference on Intelligent Engineering and Management, presenting a tuned XGBoost classifier for software bug prediction.

Slides (PDF) Conference Paper

PG Diploma in Machine Learning & Deep Learning

Mentored students on upGrad's postgraduate diploma through focused teaching and career guidance sessions, helping them progress through the program and into data science roles.

Supervising data scientists

Supervised team members delivering document intelligence and risk analytics work, and increasingly participate in architecture-level review.