AI/ML & Backend Developer

SubodhGhimire

Building intelligent systems from data to deployment.

AI/ML and Backend Developer focused on machine learning, computer vision, and scalable systems. Building real-world applications with Python, TensorFlow, OpenCV, and modern backend technologies.

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About Me

A quick look at who I am, what I study, and the kind of problems I enjoy solving.

profile.json

I'm a Computer Science and IT student at Madan Bhandari Memorial College in Kathmandu, focused on AI/ML and backend development. I enjoy building systems that combine intelligent models with reliable software architecture.

My work spans machine learning, Python, and Backend Engineering from ML-powered applications to APIs and data-driven systems designed for real-world use.

Currently exploring

Natural Language Processing (NLP)

Large Language Models (LLMs)

Retrieval-Augmented Generation (RAG)

Notebook

A live kernel wired to my real project data. Run a cell below - try help to get started.

portfolio.ipynb

Python 3 (ipykernel) · Idle

# Subodh's notebook
A live kernel wired to my project data. Run a cell below — try `help`, `neofetch`, or `predict`.

Run:

Skills

The languages, frameworks, and tools I use to take ideas from prototype to production.

Programming Languages

PythonJavaScriptTypeScriptSQLCC++

ML & AI Frameworks

NumPyPandasMatplotlibSeabornPyTorchScikit-learnOpenCV

Backend & APIs

FastAPIFlaskNode.jsNext.jsPydanticRest APIsJWT

Data & Databases

PostgreSQLMySQLPrismaSQLAlchemyRedis

Tools & Infra

GitGitHubAzureGoogle ColabJupyter NotebookRaspberry Pi

Testing & Deployment

PostmanSeleniumJMeterDockerGitHub ActionsLinuxRenderVercel

Spoken Languages

Nepali·Native

English·Fluent

Hindi·Conversational

Projects

A selection of AI/ML and backend systems I've designed, built, and shipped end to end.

Machine Learning · BackendLive

2026

CuraMind

A clinical decision support system that classifies disease risk from structured patient health data, helping doctors move faster and more confidently during triage.

Trained classification models that generate consistent, interpretable risk scores
Designed and deployed real-time prediction APIs with FastAPI
Built for doctors to read model output as an aid, not a black box

PythonFastAPITypeScriptScikit-learnPostgreSQL

GitHub Live

Full-Stack · e-GovernmentLive

2025

Rastriya License Portal

A full-stack demo of an e-government platform digitizing driving license applications and renewals built to be reliable and auditable, not just functional.

Server-rendered Next.js frontend for speed and SEO
Role-based authentication for citizen and admin operations
PostgreSQL + Prisma schema, containerized and deployed with Docker

Next.jsTypeScriptPostgreSQLPrismaDocker

GitHub Live

Computer Vision

2025

Facial Expression Detection

A real-time facial emotion recognition system built on a Convolutional Neural Network, tuned for stable classification under real camera conditions.

Used OpenCV for face detection and image preprocessing
Improved classification stability through hyperparameter tuning
Deployed through an interactive Flask interface

PythonFlaskOpenCVCNNSQLite

GitHub

IoT · Computer Vision

2024

Ecolog

Winner - Tech Conclave 2024

A Raspberry Pi based IoT system for real-time forest fire and intrusion monitoring, built during a 48-hour hackathon and taken all the way to a working prototype.

Azure Custom Vision for automated smoke and fire detection
Sensor and buzzer-driven real-time alert system
Live web dashboard for remote monitoring

PythonRaspberry PiAzureFlaskOpenCV

GitHub

A few additional projects, experiments and more on GitHub.

st0rm47

Certifications & Achievements

Certifications completed and milestones reached along the way.

Certifications

Supervised Machine Learning

DataCamp

Deep Learning with PyTorch

DataCamp

Master DSA with Python

Programiz

Achievements

Winner - Project Ecolog

Tech Conclave 2024 & BPC Hackfest 2024 (Technical Category)

Education

Academic background and the institutions that shaped my technical foundation.

2022 - Present

B.Sc. in Computer Science and Information Technology

Madan Bhandari Memorial College - Kathmandu, Nepal

AI, Machine Learning, and Backend Development

2020 - 2022

Higher Secondary Education

National School of Sciences (NIST) - Kathmandu, Nepal

Mathematics, Computer Science, Problem Solving

Contact

Let's build something.

Open to internships, freelance Backend/ML work, and interesting collaborations. If it involves turning data into a decision, I'm interested.

subodhghimire.dev@gmail.com

KATHMANDU, NEPAL