Available for opportunities
Hello, I'm Aavash Lamichhane
Full-Stack Developer & Backend Engineer
I build web apps and the systems behind them. My projects bring together full-stack development, backend engineering, database design, and DevOps, with machine learning and AI to automate tasks and make software more useful.
A little context
About Me
The person behind the products, tools, and experiments.
Building products from end to end.
I'm a Computer Engineering graduate and NEC-certified engineer. I work across full-stack development, backend architecture, and database design, bringing in machine learning and AI where they make a product more useful.
My work spans freight workflow software at Navio and machine learning systems at Dr. Fish, bringing together product development and AI.
What I bring to the work
- Scalable backend architectures and APIs
- Efficient database design and optimization
- End-to-end ML model development and deployment
At a glance
- Location
- Kathmandu, Nepal
- Availability
- Open to Work
- Education
- BE in Computer EngineeringKathmandu University, Dhulikhel. Graduated May 2026.
- Certification
- NEC-certified engineer
Where I focus
Full-stack & Backend
Web applications, RESTful APIs, microservices
Database & Analytics
PostgreSQL, MongoDB, Data Modeling
DevOps & Cloud
Docker, CI/CD, deployment, monitoring
Machine Learning & AI
Computer Vision, NLP, Model Deployment
A few things I've built
Selected work
From machine learning experiments to products people use. A selection of the work I care about.
The tools behind the work
Technical Stack
From interfaces and APIs to data, deployment, and applied AI.
Frontend
Web interfaces, interaction, and responsive layouts.
- Next.js
- React
- Tailwind CSS
- Framer Motion
- Shadcn UI
Backend & APIs
APIs, JWT authentication, and background jobs.
- Node.js
- NestJS
- Express
- FastAPI
- Django
- BullMQ
- GraphQL
Databases & Storage
Data modeling, persistence, and caching.
- PostgreSQL
- PostGIS
- MySQL
- SQLite
- Redis / Valkey
- Prisma
- Supabase
DevOps & Cloud
Deployment, containers, and delivery workflows.
- Docker
- AWS
- Azure
- Cloudflare
- Nginx
- Git
- Linux
- Vercel
- GitHub Actions
Machine Learning & AI
Computer vision, models, and data workflows.
- TensorFlow
- PyTorch
- Hugging Face
- OpenCV
- Pandas
- NumPy
- Scikit-learn
Work Experience
Software Engineer
Designed end-to-end automation pipelines for freight workflows at a South Korean startup, alongside the Pontus intelligence platform and internal AI tools.
- Designed a freight automation application connecting incoming communications with vessel and cargo matching
- Developed maritime intelligence and reporting workflows for Pontus
- Built AI-powered document and meeting tools
AI and Backend Engineer
Developed and deployed machine learning models for computer vision and predictive analytics. The company is currently on hold.
- Reduced model inference time from 200ms to 120ms
- Trained a fish disease detection model to 95% accuracy
- Successfully deployed 3 ML models to production
Event Lead
Managed the entire event portfolio for IT MEET 2024, leading a team of 30+ event managers in the design, planning, and execution of over 20 nationwide competitions and workshops.
- Successfully organized 20+ events with 1,000+ participants
- Supervised a team of 30+ event managers and volunteers
- Increased event participation by 25% compared to previous year
Education & credentials
Education
Kathmandu University
BE in Computer Engineering
Dhulikhel, Kavre, Nepal
Specialized in Machine Learning, Artificial Intelligence, and Software Engineering.
CGPA: 3.88
NEC-certified engineer
Engineering examination passed
October 2026
Let's Connect
Interested in AI solutions or backend architecture? Let's discuss how we can build something innovative together.