Hi, I am Pradeep Koirala
Full-Stack Developer
Crafting scalable backend architectures and refined, responsive user experiences.
About Me
My Engineering Philosophy
I am a Computer Science graduate from Herald College Kathmandu (BSc Hons Computer Science, accredited by the University of Wolverhampton). My primary expertise spans modern backend architectures, full-stack frameworks (MERN, Django), and machine learning pipelines.
My passion is engineering scalable, responsive software that solves complex real-world requirements. From design details to deployment pipelines, I prioritize clean implementation, intuitive UX, and modular code structures.
Whether developing tailored management dashboards, high-performance web applications, or data analysis models, I aim for production-ready excellence. Let's build something outstanding together.
Core Strengths
Full-Stack Capability
Bridging elegant interactive frontends with clean databases and APIs.
Problem Solving
Thriving on complex logic tasks, custom algorithms, and system integrations.
Technical Stack
Languages, frameworks, and tools used to build production-grade solutions.
Programming
Core algorithms and scripting languages.
Web Development
Frontend responsive UI and modular backend APIs.
Data Science & AI
Machine learning workflows and natural language models.
Tools & DevOps
Version control, containers, and web deployment.
Featured Projects
Bespoke engineering layout highlighting flagship systems, responsive interfaces, and deep machine learning integrations.
History & Growth
Academic pathways, professional collaborations, and platforms built.
Full-Stack Developer
Freelance & Projects
- Architected scalable backend APIs and client portals using Next.js, Express, and Django.
- Engineered automated internal software (like Troyer Nepal) utilizing spreadsheet parsers and dynamic charting.
- Constructed protected layouts with robust authorization routing and session management.
- Emphasized clean coding standards, responsive design grids, and deployment reliability.
ML & NLP Project Lead
Academic & Personal Projects
- Constructed Convolutional Neural Networks (CNNs) for image classification (Skin Cancer detection AI).
- Developed custom cleaning pipelines for NLP tokenization, stopwords, and TF-IDF classifiers.
- Trained models using TensorFlow, Keras, and Scikit-Learn to refine classification outputs.
- Assembled metric performance reports demonstrating model progress.
BSc (Hons) Computer Science
Herald College Kathmandu (Univ. of Wolverhampton)
- Earned Honours degree in Computer Science, focusing on Software Engineering, Databases, and Intelligent Systems.
- Gained deep foundation in software patterns, data structures, algorithms, and team project management.
Services Offered
Collaborating with clients and teams to bring products from idea to production-grade deployment.
Full-Stack Web Development
Creating end-to-end web applications with robust architecture and sleek responsive UIs.
- React & Next.js Frontends
- Node.js / Django Backends
- API Design & Integration
- Database Modeling (SQL/NoSQL)
Custom Automation & Tooling
Developing specialized scripts and software to optimize internal workflows and manage files.
- Excel & PDF automated parsers
- Web Scraping & Data Extraction
- Internal admin tools
- Performance Tuning
AI & ML Pipeline Integration
Setting up intelligent features, classification models, and processing workflows.
- CNN Image Classification
- NLP Text Sentiment Analytics
- Data Preprocessing pipelines
- Model deployment integrations
Get In Touch
Have a project concept or freelance opportunity? Connect directly.
Let's Connect
I am open to freelance proposals, full-stack developer roles, and ML pipelines building projects.
pradeepkoirala07@gmail.com
pradeep-koirala
GitHub
Koiralapradeep