U

Backend Developer | Data Analyst | Machine Learning

Hi, I'm Uttam Aryal.

Building backend applications with FastAPI, PostgreSQL & Docker. Exploring data analysis, machine learning, and model deployment. Always learning something new.

Profile portrait
PythonFastAPIPostgreSQLSQLiteSQLAlchemyJWTREST APIsDockerSQLPandasNumPyScikit-LearnMatplotlibSeabornJupyter NotebookStreamlitGitGitHubReactJavaScriptTailwindMachine LearningVS Code

Skills

Technologies I've learned and use to build practical, real-world projects.

Backend

Building secure REST APIs and backend applications.

Python
FastAPI
PostgreSQL
SQLite
SQL
SQLAlchemy
JWT
REST APIs
Docker

Data Analysis and Machine Learning

Analyzing data and building machine learning models.

Pandas
NumPy
Scikit-Learn
Matplotlib
Seaborn
Streamlit

Frontend

Creating responsive and interactive user interfaces.

React
Next.js
JavaScript
Tailwind CSS
Vercel

Tools

Technologies I use throughout development.

Git
GitHub
Linux
VS Code
Jupyter Notebook

Projects

A collection of projects showcasing my backend, data analysis, and machine learning skills.

Project

Mental Health Prediction

Developed a Random Forest-based ML model for predicting mental health outcomes with proper preprocessing and validation.

PythonScikit-learnRandom ForestPandas

Project

Fuel Type Prediction

Built a machine learning model using Random Forest to predict fuel type based on vehicle and engine parameters with proper preprocessing and validation.

PythonClassificationScikit-LearnPandas

Project

FMCG Sales Insights Report

Analyzed FMCG sales data to uncover revenue trends, regional performance, product insights, and key business metrics through interactive visualizations.

PythonPandasMatplotlibJupyter NotebookSeabornNumpy

Project

NYC real-estate Price Prediction

Developed a machine learning model to predict New York City property prices using regression techniques and feature engineering.

PythonSupervised LearningPandasRegression

Project

Heart Disease Risk Prediction App

A machine learning web application that predicts an individual's risk of heart disease based on clinical parameters, featuring a user-friendly interface with input validation and real-time predictions.

PythonScikit-LearnPandasNumpyStreamlitJoblib

Project

Food Website UI

Built a responsive food website with a modern UI to showcase menu items and provide a smooth browsing experience.

ReactJavascriptTailwindResponsive

Let's Connect

Let's connect and build something awesome together.

Contact

Open to new opportunities

Interested in backend development, data analysis, or machine learning? Let's connect and build something meaningful.