i’m manish tiwari, third year CS engineering student at IK Gujral Punjab Technical University, Kapurthala, Punjab. who builds practical machine learning systems and learns by shipping real projects.
most of my time goes into working on end-to-end ml pipelines — from data and models to deployment and evaluation. i’m especially interested in mlops, ai systems, and making models reliable outside notebooks.
right now, i’m contributing to open-source projects, experimenting with multilingual language models, and learning Machine Learning systems, how large scale systems are built.
outside of tech, i love gym, long cycling trips, walking!!