RBRaj Bariya

Available for ML + AI roles

Machine Learning Engineer

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About

Here is a little background

I build ML products that actually ship—clean pipelines, sturdy APIs, and UX that doesn’t feel like a demo. I’m into transportation, education, and productivity problems, and I like turning research vibes into tools people can use.

Experience

Research Assistant

CEAMLS DEPA Lab, Baltimore, MD

PythonPyTorchSQL

Aug 2025 - Present

Improved flight delay prediction models to 95%+ accuracy.
Integrated LLM-based recommendations into production workflows.
Expanded access through cross-platform mobile delivery.

Research Intern

CEAMLS SAIRI, Baltimore, MD

XGBoostFlaskAirflow

May 2025 - Aug 2025

Built an AI-driven prediction system on 8M+ records.
Shipped production web apps for internal stakeholders.
Optimized ETL pipelines by 50-200x.

Skills

Tools & disciplines I use most

Python

C++

Java

NumPy

Pandas

scikit-learn

PyTorch

TensorFlow

Keras

XGBoost

LightGBM

MLOps

Projects

Project 1: AI Flight Delay Prediction

TensorFlowFlaskSQLite

End-to-end ML pipeline integrating weather and historical flight data, deployed with a Flask API and interactive front-end tools.

Project 2: Baltimore Route Optimization

PythonDijkstraPlotly

Solved route planning for tourist attractions using graph algorithms and built visual route recommendations.

Project 3: AI-Powered Study Planner

scikit-learnJavaScriptSQL

Personalized study schedule system with adaptive planning based on user performance, deadlines, and completion patterns.

Project 4: Portfolio Website

Next.jsTailwind CSS

A clean website to showcase my projects and skills, built with Next.js and Tailwind CSS.

Project 5: VibeStudy Studio

OpenAITypeScriptPythonAstraTailwind

AI model that generates video for STEM related topic for easier understanding of topic

Contact

I have got just what you need. Lets talk.

rajbariya1256@gmail.com

Baltimore, Maryland