Machine learning
Understanding how models learn, how to test them, and where they are actually useful.
About · Anupam Shakya
I build software
and keep learning.
I'm a full-stack developer, mentor, writer, and M.Tech student based in Dehradun, India.
I've worked across web development, open source, digital marketing, technical writing, and machine learning.
I started by writing about technology, then learned how to build the products I was writing about.
I started TezTrend in 2019. Publishing regularly taught me technical writing, SEO, content planning, and website management. Later digital-marketing work gave me practical experience with campaigns, audiences, and growth.
Software internships, open-source work, mentoring, and hackathons helped me move into development. Today I'm building TheMagin UI while pursuing an M.Tech in Computer Science and studying machine learning.
What I spend my time on.
Python · Deep learning · Evaluation
Web development
Building clear, dependable websites and tools that are easy for people to use.
Physics and space
Learning about scientific computing, the universe, and the search for life beyond Earth.
How I approach difficult problems.
Understand before scaling
A sound model of the problem matters more than adding complexity early.
Build to test the idea
Experiments, software, and writing reveal assumptions that abstract thinking can hide.
State limits honestly
Useful work explains uncertainty, failure modes, and what the evidence does not show.
Tools I use to get the work done.
Frontend Development
React.jsNext.jsTypeScriptTailwind CSSFramer MotionResponsive Design
Backend & Systems
Node.jsGoREST APIsgRPCSystem DesignScalability
Databases & Storage
PostgreSQLMongoDBFirebaseRedisSchema DesignQuery Optimization
AI/ML & Data Science
PythonTensorFlowOpenCVScikit-learnComputer VisionModel Training
DevOps & Infrastructure
DockerGitHub ActionsVercelAWS BasicsCI/CDLinux
Keep exploring