Work

Things I've built and am still building.

ANKA by SAGAR

An online tutoring brand for Class 9 and 10 Compulsory and Optional Mathematics. The site is static, hosted on Cloudflare Pages, with Supabase handling sign-in, bookings and members-only recorded classes.

  • Cloudflare Pages
  • Supabase
  • GitHub
Visit nsagar.com.np

Interpretable machine learning for gene expression

Classifying samples from high-dimensional gene-expression data, with attention to validation and to understanding which genes drive a model's predictions. Work in progress.

  • Python
  • Genomics
  • Explainable AI

Advanced Machine Learning coursework

Gaussian process, Bayesian network and LDA analysis of a leukemia gene-expression dataset, plus a fuzzy logic controller tuned by a genetic algorithm and benchmarked against particle swarm optimisation on the CEC'2005 suite.

  • Python
  • MATLAB
  • LaTeX

Teaching resources

Formula reference pages with illustrations and practice questions, mid-term papers with parallel sets, and homework certificates for Grades 8 to 10.

  • Grade 9 formulas
  • Exam papers
  • Practice sets