CS Student & Builder
Ashim KC
About
Building the bridge between
research & reality
I'm a Computer Science student focused on intelligent systems and optimized backend infrastructure — passionate about turning AI research into tools people actually use.
Backend Development
Server-side systems, databases, and APIs for production web applications.
Machine Learning
Data-driven algorithms for prediction, classification, and decision-making.
AI-Software Integration
Scalable software solutions with AI at the core.
Generative AI
Crafting novel content by transforming data patterns into creative outputs.
"Unspotted by pleasure, undaunted by pain."— Marcus Aurelius, Meditations
Writing
From the notebook
Backend · Jun 5, 2025
Implementing Redis in a Django Application
A step-by-step walkthrough of integrating a Redis cache layer to turbocharge your Django app's performance.
Read on Medium → 02Architecture · May 25, 2025
Optimizing Backend for Fast and Scalable APIs
Demand for responsive, scalable APIs is paramount. Strategies and patterns for building APIs that hold up under real load.
Read on Medium → 03Cloud · May 15, 2025
Multi-Function Calculator REST API with AWS Lambda
Using AWS Lambda, API Gateway, and S3 to build a serverless calculator — a hands-on intro to the serverless paradigm.
Read on Medium → 04AI Research · Aug 9, 2024
Reinforcement Learning for Game AI
An exploration of how RL techniques are reshaping game AI — from fundamentals to state-of-the-art agents.
Read on Medium →Career
Where I've Contributed
Internship
SmartSites — Web Development Intern
Built and maintained dynamic websites using Python, PHP, and MySQL. Handled backend logic, database design, and WordPress plugin customization. Collaborated directly with clients to implement features and ensure smooth site performance.
Community
AI Learners Community Leader
Leading a collaborative platform for AI enthusiasts to share knowledge and grow together through hands-on workshops, paper reading groups, and live demonstrations.
Research
Published work
LLM Ensemble: Multi-LLM Framework for Creative Mathematics Problem Generation
Ohio Journal of School Mathematics · Under Review, 2025
Conducted under the guidance of Prof. Michael Todd Edwards