Building software that solves real problems.
I'm Ashish Kumar, a Full Stack Engineer focused on AI Systems, Backend Engineering, and Modern Web Applications.
Selected Work
A collection of projects showcasing my focus on scalable architecture and user experience.
AI Ticket Triage System
An automated support ticket triage system leveraging LLMs to categorize, prioritize, and suggest responses for customer inquiries, reducing manual handling time by 40%.
Enterprise Task Management
A comprehensive task management platform for distributed teams, featuring real-time collaboration, role-based access control, and advanced analytics dashboards.
Compliance Management System
A regulatory compliance tracking system built for financial institutions, ensuring automated audit trails and real-time risk assessment reporting.
Experience
My professional journey in building scalable systems.
Full Stack Engineer
RMT Engineering
- •Architected and deployed an AI-driven support ticket triage system, reducing initial response times by 40%.
- •Designed real-time data pipelines for processing customer interactions using WebSockets and Celery.
- •Optimized database queries and implemented caching strategies, improving dashboard loading speed by 3x.
Software Engineer
Bigul – Bonanza Portfolio Ltd
- •Developed high-frequency trading dashboards processing millions of data points with near-zero latency.
- •Migrated legacy monolithic architecture to containerized microservices, enhancing deployment reliability.
- •Mentored junior engineers and established robust CI/CD pipelines using GitHub Actions.
Engineering Principles
Core philosophies that guide my technical decisions and architecture design.
Performance First
Every millisecond counts. I optimize for Core Web Vitals, minimal bundle sizes, and rapid database queries.
Simplicity Over Complexity
Code is read more than it is written. I favor readable, maintainable solutions over overly clever abstractions.
Automation Everywhere
If a task needs to be done twice, it should be automated. Robust CI/CD pipelines and testing are non-negotiable.
Scalable Architecture
Designing systems that gracefully handle growth, utilizing microservices and serverless architectures where appropriate.
Technology Stack
The tools I use to build robust and scalable applications.
Frontend
Backend
Databases
DevOps & Cloud
AI & Data
Let's build something exceptional together.
Whether you have a specific project in mind or just want to explore possibilities, I'm currently open to new opportunities.