CEO @ Yarsha Byte•yarshabyte.com

AashishChapagain

Chief Executive Officer & Deep-Learning Engineer. Architecting intelligence from first principles.

Combining executive corporate leadership with technical depth. As CEO of Yarsha Byte, I guide overarching product vision, agency strategy, and client transformation — while engineering custom neural architectures and production-grade full-stack systems.

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Aashish Chapagain - CEO at Yarsha Byte

Aashish Chapagain

CEO @ Yarsha Byte • Butwal, Nepal

Executive Role

CEO @ Yarsha Byte

Corporate Strategy & Vision

Open Source Codebases

19+ Repositories

Deep Learning, Systems & Web

Engineering Depth

Transformers & Math

Pure NumPy, Zero Frameworks

Headquarters

Butwal, Nepal

Global Digital Solutions

Executive Leadership

Founding & Steering Yarsha Byte

As Chief Executive Officer, Aashish combines executive acumen with deep technological mastery. Under his leadership, Yarsha Byte serves as a premier creative tech agency in Nepal, helping ambitious organizations launch modern websites, bespoke AI tools, and cohesive digital identities.

High-Performance Website Design & Development
Enterprise AI & Custom Machine Learning Integration
Digital Identity, Visual Branding & Portfolios
Commercial Systems & Booking Architecture
Visit Yarsha ByteRead Executive Story
GitHub Engineering Lab

Selected Systems & Codebases

View All 19 Repositories
AI & LLMs100% Native NumPy, 0 ML Frameworks

Mini LLM From Scratch

Transformer-based chatbot built using pure NumPy and manual backprop

A tiny Transformer-based conversational model built from the ground up using exclusively NumPy. Implements multi-head self-attention, feed-forward layers, manual matrix backpropagation, and positional encodings without PyTorch or external deep learning frameworks.

Architectural Highlights
  • Custom multi-head scaled dot-product self-attention mechanism
  • Exact mathematical backpropagation for all linear and attention projection layers
  • Custom vocabulary tokenizer, cross-entropy loss, and temperature sampling inference loop
PythonNumPyTransformersManual BackpropMatrix Calculus
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AI & LLMsSub-second semantic clinical retrieval

Clinical Doctor AI Assistant

Healthcare diagnosis and inquiry assistant powered by Hugging Face & ChromaDB

Medical intelligence assistant leveraging Hugging Face transformer models, ChromaDB vector database for semantic medical embeddings, and an intuitive reactive frontend interface for clinical query handling.

Architectural Highlights
  • Vectorized medical knowledge base indexed with ChromaDB
  • Semantic similarity search pipeline with Hugging Face embeddings
  • Rapid query disambiguation and patient context synthesis
PythonHugging FaceChromaDBVector EmbeddingsJavaScriptHTML5
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Full-Stack & WebEnterprise production deployment

Avenue Butwal Platform

Premier enterprise digital ecosystem engineered at Yarsha Byte

Flagship digital platform designed and architected under Aashish's leadership at Yarsha Byte, featuring high-speed Next.js SSR architecture, fluid typography, and bespoke interactive components.

Architectural Highlights
  • Modular micro-component architecture with dynamic viewport rendering
  • Zero-overhead server-side rendering for optimal Core Web Vitals
  • Integrated brand design language and mobile touch-optimized layouts
Next.jsTypeScriptTailwind CSSEnterprise ArchitectureSEO Engine
View SourceLive System
AI & LLMsSpecialized intent classification

Pretrained Custom AI Agent

Autonomous conversational agent with fine-tuned domain intelligence

Modular AI agent architecture featuring domain-adapted pretrained weights, intent routing, and dynamic response generation for specialized automated interactions.

Architectural Highlights
  • Task-specific context adaptation and token constraint enforcement
  • Modular prompt templates and fall-back generation strategies
PythonAI AgentNLPModel Fine-tuningChatbot
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Technical & Executive Depth

Four Pillars of Engineering

Explore Full Skill Matrix

AI & Deep Learning

Transformers from scratch in pure NumPy, manual backpropagation, Hugging Face, and ChromaDB vector search.

Full-Stack Architecture

TypeScript, Next.js 16 (App Router), React 19, Node.js, and high-conversion tactile web interfaces.

Low-Level Systems

C programming, numerical differential solvers, matrix algorithms, and OpenCV biometric processing.

Executive Leadership

Chief Executive Officer at Yarsha Byte, shaping corporate vision, client impact, and technical strategy.

Have an ambitious vision?

Let's Build Something Extraordinary

Whether you need strategic executive guidance, custom AI systems, or high-performance enterprise web platforms, reach out directly.

Get In Touchaashish@yarshabyte.com