Academic · Computer vision · September 2026
Blood Cell Image Classification
CNN and logistic regression models compared across four blood-cell image classes.
Image classification · CNNs · Image preprocessing · Error analysis
AI/ML Engineering & Research
Hi, I’m Bipin.
UK
MSc Artificial Intelligence student at the University of Aberdeen, with research interests in image processing and computer vision.
Selected work
All projects
Academic · Automated planning · September 2026
AI Planning for Computer Order Fulfilment
Hierarchical and classical planning for computer assembly, refurbishment, and shared-stock allocation.
Automated planning · Symbolic reasoning · Benchmark design · Plan verification
Research · Vision & language · March 2024
Image Captioning in Nepali
Swin–GPT-2 and ConvNeXtV2 hybrids for Nepali image captioning, evaluated on Flickr8k and Flickr30k.
Vision–language modelling · Transformers · Nepali NLP · Experimental evaluation
About & expertise
I bring over six years of experience in backend development, cloud infrastructure, and mentoring to my work in AI. I hold an MSc in Computer Science and have taught Internet Technology to undergraduates.
- Model evaluation & experimentation
- Automated planning & reasoning
- Computer vision & deep learning
- Backend systems & delivery
- AI & machine learning
- Python · PyTorch · TensorFlow · Hugging Face
- Backend & databases
- PHP · Laravel · JavaScript · TypeScript · Node.js · NestJS · MySQL · PostgreSQL
- Cloud & development tools
- Microsoft Azure · AWS · Terraform · Docker · Git · Azure DevOps · CI/CD
Experience
ENEnsue Nepal
Dec 2020 – Aug 2026Senior Backend Developer
Lalitpur, Nepal
Ensue Nepal
Dec 2020 – Aug 2026Senior Backend Developer
Lalitpur, Nepal
Role progression
- Senior Backend Developer
- Jul 2022 – Aug 2026
- Mid Backend Developer
- Jul 2021 – Jul 2022
- Junior Backend Developer
- Dec 2020 – Jul 2021
- Led backend development with Laravel and Node.js, contributed to system architecture, and mentored junior developers.
- Managed Azure infrastructure with Terraform and documented it for the team.
- Implemented Azure DevOps CI/CD pipelines to replace manual deployments and reduce deployment time.
UCUniglobe College
Sep 2025 – Aug 2026Part-Time Faculty Member
Kathmandu, Nepal
Uniglobe College
Sep 2025 – Aug 2026Part-Time Faculty Member
Kathmandu, Nepal
- Taught Internet Technology to first- and third-semester BCSIT undergraduates, covering HTML, CSS, JavaScript, and PHP.
- Supervised student projects and provided technical guidance throughout development.
- Prepared lesson plans and assessments, and evaluated coursework, projects, and examinations.
SSSmartmobe Solutions
Aug 2019 – Oct 2020Junior Web Developer
Kathmandu, Nepal
Smartmobe Solutions
Aug 2019 – Oct 2020Junior Web Developer
Kathmandu, Nepal
Role progression
- Junior Web Developer
- Nov 2019 – Oct 2020
- Web Developer Intern
- Aug 2019 – Nov 2019
- Developed a web application using Java, Laravel, and MySQL, collaborating with the team to integrate and deliver project requirements.
- Worked within an Agile/Scrum lifecycle and participated in code and architecture reviews under senior mentorship.
Education
UoUniversity of Aberdeen
Sep 2026 – Sep 2027 (expected)MSc Artificial Intelligence
University of Aberdeen
Sep 2026 – Sep 2027 (expected)MSc Artificial Intelligence
Currently studying in the UK.
NCNepal College of Information Technology
Feb 2021 – Mar 2024MSc Computer Science · Pokhara University
Nepal College of Information Technology
Feb 2021 – Mar 2024MSc Computer Science · Pokhara University
Awarded a merit-based full scholarship by the Faculty of Science and Technology, Pokhara University, in January 2021.
SX
Visit websiteSt. Xavier’s College
Nov 2015 – Feb 2020BSc Computer Science and Information Technology · Tribhuvan University
From the blog
All articlesMedium
Getting started with Blockchain (opens on Medium)
An introduction to blockchain: how blocks connect and what makes a blockchain different from a conventional database.
Blockchain · Fundamentals
Medium
Auto-generate thumbnails for documents in Laravel 9 (opens on Medium)
Generate first-page previews for Office documents and PDFs in Laravel using LibreOffice and ImageMagick on Linux.
Laravel · PHP · Document processing
Get in touch
Let’s talk about AI/ML engineering, research, or collaboration.