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.
About Me
Who I Am
I'm a Computer Engineering graduate and NEC-certified engineer specializing in machine learning, full-stack development, backend architecture, and database design.
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 Table
- End-to-end ML model development and deployment
- Scalable backend architectures and APIs
- Efficient database design and optimization
Quick Info
- Location
- Kathmandu, Nepal
- Current Role
- Open to Work
- Education
- BE in Computer EngineeringKathmandu University, Dhulikhel. Graduated May 2026.
- Certification
- NEC-certified engineer
Expertise Areas
Machine Learning & AI
Computer Vision, NLP, Model Deployment
Backend Development
Node.js, Python, RESTful APIs, Microservices
Database & Analytics
PostgreSQL, MongoDB, Data Modeling
DevOps & MLOps
Docker, CI/CD, Model Deployment, Monitoring
A few things I've built
Selected work
From machine learning experiments to products people use. A selection of the work I care about.
Technical Stack
Tools & technologies that power my creations
Frontend & Languages
- TypeScript
- JavaScript
- Python
- Next.js
- React
- Tailwind CSS
- Framer Motion
- Shadcn UI
Backend & APIs
- Node.js
- Express
- FastAPI
- Django
- BullMQ
- GraphQL
- JWT Auth
Databases & Storage
- PostgreSQL
- MySQL
- SQLite
- Redis / Valkey
- Prisma
- TypeORM
- Supabase
AI & Data Science
- TensorFlow
- PyTorch
- Hugging Face
- OpenCV
- Pandas
- NumPy
- Scikit-learn
- Jupyter
Infrastructure & Tools
- Docker
- AWS
- Azure
- Nginx
- Postman
- Git
- Linux
- Vercel
- GitHub Actions
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
Kathmandu University
BE in Computer Engineering
CGPA: 3.88
NEC-certified engineerExam passed October 2026