Rikesh Silwal

AI/ML Engineer &
MLOps Enthusiast

Education

Bachelor's in Software Engineering

NCIT, Pokhara University

2019 – 2024

Experience

AI/ML Engineer

Vertex Special Technology

2025 – 2026

AI/ML Engineer

Ekghanti Services

2023 – 2025

Football

Arsenal

Come on You Gunners

Reading

Hands on
Machine
Learning
with Pytorch

Hands on Machine Learning with Pytorch

Aurélien Géron

Tech Arsenal

Focusing on Currently

Advanced RAG

75% Complete

Fast API

90% Complete

Recent Writing

Branch-Aware Docker Environment Switching for ML Projects

May 19, 2025

How do I run both development and production containers from the same codebase, without constantly switching .env files manually? ...

Typical ML Project Workflow

May 15, 2025

Machine Learning project doesn’t deal with only creating a model and using it. Before and After the creation of models, the project has to go through important phases. ...