Hey, I'm Rayyan

Whether it's software, robotics, or badminton, I play to win.

About Me

I'm a Software Engineer and CS student at UCF graduating in December 2025. I intern at Leidos, working on agentic-AI for situational awareness, Unreal Engine simulations, and networked systems. I've built full-stack apps, optimized systems, and engineered software that scales.

When I'm not developing, you can find me playing badminton on the court, exploring new technologies, or working on personal projects that challenge my skills and creativity.

Security Clearance: Secret

Skills

Python Programming
Agentic AI & RAG
TensorFlow & PyTorch
Langchain & HuggingFace
Unreal Engine & C++
Flutter & Dart
TypeScript & JavaScript
Cloud & Systems Admin (AWS)
Git & GitLab (CI/CD)
SQL/NoSQL
XMPP, UDP, TCP Network
Technical Leadership

Work Experience

Leidos logo

Leidos

Software Engineer Intern

July 2024 - Present

• Integrated a Vision-Language Model (VLM) and Retrieval Augmented Generation (RAG) agents into an Agentic AI framework for emergency response incorporating NVIDIA NIM's, LLM's, Langchain, transformers, and embedding/reranker models. • Configured a Linux server environment, hosting Team Awareness Kit (TAK) and Extensible Messaging and Presence Protocol (XMPP) servers, achieving high uptime of critical services using Docker orchestration on Linux virtual machine infrastructure. • Developed custom agent tools for external communication with Unreal Engine blueprints and designed RESTful services within Unreal Engine using C++, Crow, and Python REST to enable seamless data exchange and real-time interoperability.

View Project
UCF Photovoltaics logo

UCF Photovoltaics

Undergraduate Research Assistant

May 2024 - Aug 2024

• Implementing image segmentation algorithms in Python, utilizing libraries such as OpenCV and TensorFlow, to accurately assess solar panel degradation. • Implementing feature to pull TMY data from the National Solar radiation Database based on zip code. • Working with PhD professors and graduate students in weekly meetings to discuss project progress, exchange insights, and refine methodologies.

UCF IT logo

UCF IT

IT Support Engineer

Nov 2022 - June 2024

• Provided technical support and assistance to faculty, resolved hardware, software, and network-related issues promptly and effectively. • Utilized ServiceNow and Active Directory, to manage faculty equipment and drive resolution via workflow management system for over 100 Executive University Staff (Office of the President, Provost, Academic Affairs, Diversity and Equity, etc.)

Kumon Learning Center logo

Kumon Learning Center

Math & Reading Instructor

Nov 2021 - May 2022

• Tutored students in grades K-12 to improve their technical skills in, Algebra, Geometry, Pre-Calculus, Trigonometry, Reading Comprehension, and Writing.

Personal Projects

Event Mosaic

A MERN stack application that automates event calendar management by analyzing organization Instagram posts. Utilizes Instagram APIs and LLM querying to extract event information from captions and automatically generate structured calendar entries.

MongoDBExpress.jsReactNode.jsInstagram APILLM IntegrationGithub Actions
View Project

SkribeMonkey

A cross-platform medical scribe app that uses AI to transcribe and analyze patient-doctor conversations. Features OpenAI Whisper for speech-to-text, conversation summarization, and patient urgency assessment with real-time dashboard updates.

FlutterDartOpenAI WhisperSupabaseIOSAndroid
View Project

AIAA Aviation Design Challenge

Led a team to design and build an RC plane from scratch for a competitive payload delivery mission. Successfully achieved 3 test flights and secured 2nd place in the Aviation Design Showcase. Utilized advanced engineering software for design and flight performance simulation.

SolidworksXFLR5RC EngineeringFlight SimulationAerodynamics
View Project

Image Recognition Neural Network (Python)

Enhanced image segmentation model using Python, Pandas, Scikit, Numpy, Keras, and TensorFlow to classify forms of transportation; improved accuracy from 61% to 73% using dropout regularization techniques and VGG-based architecture.

PythonPandasScikitNumpyKerasTensorFlowVGG
View Project

PDF RAG App

Engineered a PDF analysis app with RAG architecture, integrating FAISS, Langchain, and HuggingFace embeddings for intelligent document retrieval and natural language querying. Built a Streamlit interface for chat-based exploration via ChatOllama, enabling real-time, context-aware insights.

RAGFAISSLangchainPythonHuggingFaceEmbedding ModelsChatOllamaStreamlit
View Project

MIPS Processor (C)

Programmed a MIPS processor simulator in C on Unix, implementing a single-cycle data path to execute machine code at 1 IPC for arithmetic, logic, data transfer, and branching operations.

CUnixComputer Architecture
View Project

Get In Touch

Have a project in mind or just want to connect? Feel free to reach out!