Software EngineeringM.Sc. CSIT

Ashish Khatri

Software Engineer | AI Enthusiast | Innovator | Researcher

Building scalable full-stack systems and exploring web3 & ML through applied computer science research.

React, Next.js, Node.js, Express, PostgreSQL, Neural Networks, Machine Learning.

Core Stack

The engineering engine is built around full-stack JavaScript, typed routing patterns, API services, and relational data.

React

Component systems, stateful interfaces, and accessible product surfaces.

Next.js

App Router delivery, server-rendered pages, and production routing.

Node.js

Runtime architecture for APIs, services, and asynchronous workflows.

Express

HTTP services, middleware composition, and REST API boundaries.

PostgreSQL

Relational schema design, query discipline, and transactional data.

NginxDockerPM2

Project Gallery

A clean project list for engineering work, research prototypes, and deployment-oriented service architecture.

Chitramingle

Full-stack image editing app built with Next.js, Convex, Clerk, and Fabric.js. It lets users upload images, edit them on a canvas, apply AI-powered transformations, and export results.

Code Preview

AI Interview Preparation App

Full-stack app for preparing interview candidates using AI-powered feedback. Includes an Express backend (AI and auth services) and a React + Vite TypeScript frontend.

Code Preview

Master's Seminar Research Project

AI-powered autocomplete for Nepali text using a Bi-LSTM next-word prediction model.

Code

Other

Explored more projects in my GitHub repositories with a focus on AI, web development, and research prototypes.

Code

Experience

Professional engineering experience across full-stack products, mobile apps, deployment infrastructure, and business software systems.

Codniv Innovations Pvt. Ltd

Software engineering work across product, platform, and deployment.

June 6, 2024 - Present

Application Work

Built and maintained React, Next.js, Node.js, and React Native projects across web, backend, and mobile surfaces.

Infrastructure

Used Nginx and cloud infrastructure to deploy applications and support production delivery.

React, Next.js, Node.js, and React Native product work

Decentralized social media platform with advanced media management and optimization

Multitenant software solution infrastructure

Business dashboards for operational workflows

Nginx and cloud infrastructure for application deployment

Academic & Research

M.Sc. CSIT research work focused on Neural Networks, Machine Learning algorithms, and disciplined experiment evaluation.

Laboratory

Engineering methods applied to research questions.

Hyperparameter tuning with Genetic Algorithms for optimizing model performance and efficiency for Random Forests and Neural Networks.

Text Prection with Bi-LSTM for Nepali corpus, including data preprocessing, model architecture, and training strategies.

Currently working on Transformer-based language models for Nepali text, focusing on architecture design, training methodologies, and evaluation metrics.