Hi, I'm Ori

CS @ UMD · Full-Stack Builder · AI/ML Engineer

About Me

I’m an incoming CS student at the University of Maryland, focused on building AI-first, production-grade systems. From quant platforms to voice-based tutors, I ship full-stack products powered by machine learning, scalable infra, and UX-driven execution.

AI/ML Engineering

Building LLM-powered systems, voice-based assistants, and real-world ML applications.

Infra & Backend

Deploying scalable APIs and pipelines with FastAPI, Firebase, Docker, and CI/CD.

Quant & Strategy

Designing algorithmic trading models using vectorbt, real data, and statistical techniques.

Experience

Hack4Impact

Bootcamp Member

Sep 2025 – Present

ElectroKare

Technical Engineering Intern

Jun 2025 – Aug 2025

printpal.io

AI/ML Engineering Intern

May 2024 – Aug 2024

Projects

Soravex

AI-powered quant strategy engine that converts natural language into backtestable logic. Built using Next.js, FastAPI, vectorbt, and Python.

Next.jsFastAPIvectorbtPython

Ori Knows Ball

A machine learning project that predicts UEFA Champions League match outcomes using historical data, advanced statistics, and model-driven analysis.

scikit-learnpandasNumPy

MediCube

Smart pill dispenser and caregiver platform. Combines real-time Firebase backend, LLM-driven interfaces, and Arduino hardware.

React.jsFirebaseLLMArduino

Skills

Python
C++
Java
SQL
Next.js
Pandas
Docker
Firebase
Google Cloud Platform
CI/CD Automation
Generative AI Tools
LLM Training

Education

University of Maryland

University of Maryland

Bachelor of Science in Computer Science

Expected Graduation: 2028

Get in Touch

Open to collaboration, opportunities, and deep technical discussions. Reach out anytime.