Railway Semantic Segmentation Research
Advanced computer vision research project focusing on semantic segmentation of railway environments.
PythonPyTorchMMSegmentationComputer VisionDeep Learning
02 / Projects
Featured Projects
Inference Checker
A visualization and analysis tool for comparing semantic segmentation models on the RailSem19 dataset. Features single view, side by side comparison, and pixel level diff modes with real time hover tooltips, adjustable overlay opacity, and per class IoU/accuracy metrics.
Next.jsTypeScriptReactCanvas APITailwind CSSFramer Motion
Cal
Cal is a privacy first alternative to subscription nutrition apps: clone the repo, build in Xcode, and run it on your own devices at no cost. There are no backend services or third party nutrition APIs. Nutrition facts from packaging are read with Apple’s on device Vision OCR and parsing, so scanning never sends images or macros to the cloud.
SwiftSwiftUISwiftDataVisionHealthKitwatchOSWidgetKit
RustOS: Bare Metal RISC V Kernel
A deep dive into systems programming and OS development. This project implements a bootloader in RISC V assembly, custom linker scripts for precise memory layout, and a UART driver for serial communication.
RustAssemblyRISC VQEMUSystems ProgrammingBare Metal
SEALCrypt
A modern C++ wrapper library that abstracts complex encryption context initialization for Microsoft SEAL.
C++17CMakeGoogle TestHomomorphic EncryptionGitHub ActionsThread Safety
LiDAR 2D Room Mapping
A real time point cloud processing system that captures LiDAR data, detects and removes floor planes using RANSAC algorithm.
C++PCLOpenCVCMakeLiDAR
T REX: Rust WCET Analyzer
Advanced static analysis tool that parses LLVM IR to estimate execution timing, build call graphs, and detect cycles.
PythonLLVMRustNetworkXMatplotlib
Reverse Engineering Tutorials
Educational repository featuring step by step reverse engineering tutorials including CrackMe solutions with keygen development.
C++PythonAssemblyGhidraIDA Pro
Knowledge Mapper
A platform that enables users to evaluate their understanding through AI generated dynamic assessments.
Next.jsTypeScriptReactAI/LLMTailwind CSS
03 / Experience
Experience
Credit One Bank
Software Engineer
July 2025 to Present
- Distributed Data Infrastructure: Engineered automated ETL pipelines in Apache Airflow, implementing idempotent logic and retry strategies for availability to ensure 99.9% OLA for reliability in our enterprise data operations.
- Metadata & Lineage: Developed OpenMetadata lineage integrations, ensuring consistent data discovery and state tracking across a distributed Snowflake/Trino ecosystem.
- Engineering Standards: Developed a SQL Static Analysis (Linting) framework adopted by 80+ engineers, enforcing strict schema and performance standards to prevent production regressions in Snowflake and Trino.
AirflowHUEPythonSQLTrinoSnowflake
Koshee AI
Embedded Systems & Robotics Intern
Jan 2024 to July 2025
- Real Time Safety: Architected a "dead man's switch" using UDP heartbeats, ensuring a <2 second hard real time shutdown latency during network partitions.
- Performance Engineering: Created a scalable LiDAR perception pipeline (C++/PCL) to process 100k+ points per frame within strict timing and unified memory constraints.
- Build Systems: Engineered a CMake and GitHub Actions build system with distributed caching, slashing build times by 73% (15m to 4m) to accelerate deployment cycles and developer iteration.
CMake/CTestLidarNetworkingEmbedded C++CI/CDGitHub Actions
Code Central
Lead Instructor & Full Stack Web Developer
May 2023 to Jan 2024
- Security: Enhanced data protection for a Learning Management System (LMS) by designing security measures using PHP and MySQL, including patching over 100 SQL injection vulnerabilities.
- SSO Implementation: Implemented Single Sign On solution allowing 200+ students to access material using school accounts on Clever, enabling expansion with Nevada schools.
PHPMySQLHTML/CSS/JSBackendAPI DevelopmentSecure Programming
05 / Education
Education & Certifications
University of Nevada, Las Vegas
Master of Science, Computer Science
Expected: Dec 2026
GPA: 4.0
Research
Semantic segmentation of POV train images to detect mud pumping and track related issues, finetuning HRNET and other models. Added Railseg19 Transfer Learning to MMSEGMENTATION
Relevant Coursework
Real Time & Embedded SystemsCloud ComputingAdvanced Operating SystemsNetwork Security
University of Nevada, Las Vegas
Bachelor of Science, Computer Science
Graduated: Jul 2024
Involvement & Achievements
- President of Layer Zero
- Bosch Future Mobility Challenge
- CyberFire CTF First Place Winner
- NCL CTF Top 8%
Certifications
AWS Certified Cloud Practitioner
Achievements
CyberFire CTF First Place Winner
NCL CTF Top 8%
Bosch Future Mobility Challenge
President of Layer Zero
04 / Open Source
Open Source Contributions
Open SourceForked
MMSegmentation
[Railseg19 Transfer Learning]
Added Railseg19 dataset transfer learning support for railway track segmentation
PythonPyTorchComputer VisionDeep Learning
06 / Stack
Current Technologies
Systems
C++
Systems programming
Rust
Systems programming
GDB
Debugger
Assembly
Low level programming
LLVM
Compiler infrastructure
Security
IDA Pro
Disassembler
Ghidra
Reverse engineering
Burp Suite
Web security testing
Wireshark
Network analyzer
Data & Analytics
Python
Programming language
PyTorch
ML framework
TensorFlow
ML framework
Airflow
Workflow orchestration
SQL
Query language
Snowflake
Cloud data platform
AWS
Cloud platform
Google Cloud
Cloud platform
MongoDB
Database
PCL
Point Cloud Library
Livox Mid 360
LiDAR sensor
OpenCV
Computer vision
Tools
CMake
Build system
GitHub Actions
CI/CD
Docker
Containerization
Linux
Operating system
Git
Version control
Conda
Package manager
Proxmox
Virtualization platform
Frontend
TypeScript
Premium JS
NextJS
React framework
TailwindCSS
CSS framework
Framer Motion
Animation library
07 / Contact
Let's build
something cool together.
I'm seeking opportunities in systems engineering, robotics perception, and high performance development. If you need someone who speaks low level, reach out.
Las Vegas, NV
© 2026 Arian Izadi. All rights reserved.