Hello, I'm

Roy Meoded

|

Building intelligent systems, data-driven solutions,
and scalable applications.

Scroll down

About Me

I'm an AI Developer & Software Engineer with a B.Sc. in Computer Science, focused on building intelligent systems that bridge AI research and production-ready software.

I work primarily with Python and TypeScript, designing agentic workflows, multi-agent systems, computer vision pipelines, and full-stack applications — from low-level C/C++ to LLM-powered backends.

I'm passionate about pushing the boundaries of what AI can do in real products — constantly building, experimenting, and shipping.

5+ Projects

B.Sc. CS Graduate

5+ Languages

🟢 Open to opportunities

Experience

Data Science Intern

Bufferzone Security

Anti-Phishing Division

2025 – Present

Working as a Data Science Intern at Bufferzone Security in the Anti-Phishing division, focusing on data collection, dataset validation, AI-assisted security analysis, and improving data quality for anti-phishing and malware-related systems.

What I Worked On

Prepared datasets for YOLO-NAS object detection models using Roboflow, including image collection, annotation, quality assurance, and dataset preparation.
Analyzed False Positive and False Negative cases by investigating crawler outputs, identifying recurring patterns, and providing insights to improve model accuracy.
Developed Python automation for collecting and processing benign documents, managed datasets using CSV, and created active-content documents with JavaScript for testing purposes.
Currently working on an AI-based malware analysis project using MalwareBazaar and VirusTotal, performing feature extraction and preparing datasets to improve malware detection models.

Project Highlight

SafeBridge AI

Working on an AI-based malware analysis project as part of SafeBridge AI, an AI-assisted system for file and threat analysis. Using MalwareBazaar and VirusTotal to collect and process malware samples, performing feature extraction and preparing datasets to improve malware detection models — alongside validating document datasets such as PDF, DOCX, XLSX, PPTX and files containing active content.

Live Project

OpenPhish Analysis Dashboard

Interactive dashboard analyzing automated phishing scan results from Dec 2025. 299 URLs scanned — 51 Malicious · 245 Safe · 3 Unknown. Includes KPI summary, detection charts, brand analysis, PhishScore breakdown, and a full searchable data table.

Python

Pandas

HTML5

CSS3

JavaScript

View Dashboard

Gallery

Bufferzone Internship

SafeBridge AI Validation

Skills Gained

Python

Pandas

JavaScript

Jira

Object Detection Machine Learning YOLO-NAS Roboflow MalwareBazaar VirusTotal Data Validation JSON SafeBridge AI

Education

B.Sc. in Computer Science

Ariel University

2022 – 2026

Relevant Coursework

Operating Systems 92 UNIX/POSIX, process management, sockets, multithreading & synchronization

Computer Networks 88 TCP/IP, HTTP/DNS, socket programming, Wireshark traffic analysis

Databases 85 SQL, relational schema design, normalization, NoSQL, JSON formats

Object-Oriented Programming 85 OOP principles, design patterns, inheritance, polymorphism

Architecture of Computers 86 CPU components, MIPS assembly, computer architecture

Data Structures Algorithms Deep Learning & NLP Image Processing Computer Vision Intro to CS

Technical Skills

Frontend

Languages

JavaScript

TypeScript

HTML5

CSS3

Frameworks & Tools

React

Next.js

Tailwind

Languages

C++

Java

Python

PHP

Backend

FastAPI

Node.js

PostgreSQL

MySQL

SQLite

Redis

Express

Data Science

Pandas

NumPy

PyTorch

scikit-learn

Matplotlib

Jupyter

OpenCV

AI

Claude

OpenAI

Gemini

Lovable

Cloud

AWS

Docker

Linux

Railway

Vercel

Manage

Git

GitHub

Jira

Slack

Featured Projects

ClarifyMed

מנגישים ומפשטים מידע רפואי

AI-powered medical visit summarizer that transforms complex clinical documents and audio recordings into clear, accessible patient summaries in 5 languages (Hebrew, English, Arabic, Russian & Amharic). Generates narrated animated slideshows with AI-illustrated keywords — built to make medical information truly accessible for Israel's diverse population.

Python

Flask

React

TypeScript

Tailwind

Google Gemini

TTS Multilingual AI

Agentic Hire

Multi-Agent AI Recruitment Copilot

Triage Agent

Rapid candidate filtering

Parser Agent

Resume structured extraction

Analyst Agent

Skills & fit scoring

Team Lead Agent

Final reasoned recommendation

AI-powered recruitment platform that automates candidate screening through a 4-agent pipeline. Analyzes resumes against job descriptions and delivers scored, reasoned recommendations — with real-time status, drag-and-drop uploads, and bilingual support (Hebrew & English).

Python

FastAPI

Next.js

TypeScript

Redis

PostgreSQL

Railway

Google Gemini Celery Langfuse

Live Demo

Seen in Action

LevBoots Brain

Knowledge-driven AI Assistant

RAG

Retrieval-Augmented Generation over PDFs, Markdown & Slack

MCP Server

Model Context Protocol — exposes tools to any AI agent

AI Agent

Conversational memory, semantic search & smart completion

Full-featured knowledge assistant that ingests content from multiple sources, creates vector embeddings via Google Gemini, and stores them in PostgreSQL + pgvector. Answers questions with grounded, context-aware responses — and exposes all capabilities through an MCP server so any AI agent can plug in and query the knowledge base directly.

TypeScript

React

Node.js

PostgreSQL

Google Gemini

pgvector MCP

RAG Pipeline Demo

MCP Agent in Action

Coup Game

Full implementation of the Coup board game in C++ with complete game logic, character roles, GUI using Dear ImGui, and comprehensive unit testing via doctest framework.

C++

OOP ImGui doctest

Deep Learning

CIFAR-10 Classifier Suite

End-to-end deep learning project for image classification on CIFAR-10. Includes multiple models (baseline, CNNs), training pipelines, evaluation, and performance comparison between architectures.

Python

PyTorch

Deep Learning CNN Computer Vision

Graph Algorithms Library

Implemented BFS, DFS, Dijkstra, Prim, and Kruskal from scratch with full test coverage and memory validation using Valgrind.

C++

Algorithms Data Structures Valgrind

Image Processing & Computer Vision

Four-part project implementing core computer vision algorithms from scratch using NumPy — covering edge detection, optical flow, pyramid blending, stereo matching, and homography. Each module validated against OpenCV to confirm correctness.

Python

NumPy

OpenCV

Jupyter

Computer Vision Image Processing

NetScan-C

A multithreaded TCP port scanner written in C, capable of scanning target hosts concurrently and generating a structured HTML report with the results.

Docker

HTML5

Multithreading TCP/IP Networking

Backend

Cute Quotes API

A clean and structured REST API built with Node.js and Express, featuring full CRUD operations, validation with express-validator, Swagger documentation, and modular backend architecture (routes, controllers, services, validators).

Node.js

Express

REST API Swagger Validation

Military Service

Combat Soldier — Special Forces, Givati Brigade

2018 – 2021

Performance under pressure: Maintained high effectiveness in high-stakes combat situations while collaborating closely with team members.
Interrogation & Arabic course: Advanced spoken Arabic skills; served as an effective mediator between Arab civilians and commanders during operations.

Leadership Teamwork Arabic High-Pressure Environments

Certifications

AI for Software Developers – Advanced Track

Elevation × TechTroop × MiluimAi

Jan 2026

30-hour intensive program covering AI tools and techniques for software developers, including building RAG systems, working with MCP (Model Context Protocol), LLM APIs, and modern AI-powered development workflows.

RAG MCP Node.js LLM APIs Prompt Engineering Vector Databases AI Agents

Cloud

AWS Cloud Practitioner Essentials

Amazon Web Services (AWS)

Apr 2026

Official AWS training covering core cloud concepts, AWS global infrastructure, key services (EC2, S3, Lambda, RDS, VPC), security & IAM, cloud pricing models, and the shared responsibility model.

AWS EC2 S3 Lambda IAM VPC CloudWatch Cloud Computing

AWS Dev

AWS Developer Associate

Amazon Web Services (AWS)

Jun 2026

Advanced AWS certification validating expertise in developing, deploying, and debugging cloud-based applications on AWS, including serverless architectures, CI/CD pipelines, and AWS SDK integration.

AWS SDK Lambda DynamoDB API Gateway CodePipeline CloudFormation Serverless CI/CD

Get In Touch

Open to internships, collaborations, and new opportunities.
Feel free to reach out!

Gmail

GitHub