Software Architect
Based in Toronto
YAIR KOROK
[01.]
about
Architect of high-performance systems across TypeScript, Go, Python, and C++. Expert in building scalable foundations: from NestJS and FastAPI backends to real-time Next.js interfaces. Leveraging AWS, Terraform, and Docker to deploy robust, multi-environment AI infrastructures. Focused on the intersection of ML and physical computing, from LLM agent pipelines to real-time holographic streaming with OpenCV. Proven track record of shipping core products as a founding engineer and researcher.
experience
[02.]
Software Architect
- LTV.ai, May 2025, Founding Engineer
- Cohere, Contract, March 2025 – Present, AI/NLP Data Trainer
- Canaccord Genuity Inc., June 2024 – December 2024, Software Analyst
- Flair Studio Inc., March 2024 – Present, Co-Founder & CTO
- Tronic Web Agency Inc., December 2023 – Present, Founder & Developer
Engineered AI-driven automation tools with TypeScript, Next.js, and GSAP to boost front-end performance by 300% and reduce workload by 50%.
Refined AI model's responses through rigorous audits and validation, optimizing NLP workflows and scaling data pipelines.
Developed an AI-powered shopping aggregator with a scalable Flask/AWS backend and dynamic React/Next.js front-end featuring advanced recommendation engines.
15x Hackathon Winner in Sustainable Futures & Social Good — leveraging AI, IoT, and data analytics to deliver groundbreaking, eco-friendly innovations.
Engineered robust microservices architectures using Kubernetes, Docker, and Terraform—integrating advanced CI/CD pipelines with real-time GraphQL and WebSocket data streaming for scalable, resilient systems.
projects
[03.]
Lattice Holographic Communication System
# AR/VR & 3D Vision
- C++
- C#
- Kinect for Windows v2 SDK
- OpenCV
- Microsoft Hololens
- ICP Calibration
overview
Winner of North America's largest hackathon. Engineered a real-time holographic communication system using 3 networked Kinects. Built a custom C++ distributed pipeline to fuse volumetric point clouds, streaming live 3D holograms to HoloLens at 23 FPS without AI wrappers. Architected a low-latency distributed client-server system handling massive data throughput. Implemented multi-view extrinsic calibration and Iterative Closest Point (ICP) algorithms for precise alignment. Optimized rigid-body transforms and noise filtering for seamless mixed-reality.
Telepathic Exoskeleton MedHacks 2025 Winner
# Hardware & AI
- Next.js
- Tailwind CSS
- React
- Python (Custom CNN)
- Arduino (ESP32) Integration
- AWS Ecosystem
- Real-Time Processing
overview
MindForce is a telepathic exoskeleton that converts brain signals into precise muscle control for enhanced mobility. By integrating a modified MindFlex headset with optimized TENS electrode placements and an advanced, custom CNN built in Python, our system categorizes neural data to dynamically assign stimulation intensities to target muscle groups. A cutting-edge Next.js web app provides real-time control, seamless customization, and interactive feedback—empowering users to reclaim independence and improve quality of life through intuitive, personalized movement assistance. Winner of MedHacks 2025 - The Largest BioMedical Hackathon in Canada
Project Klean EcoHack 2025 Winner
# GreenTech & AI
- Next.js
- Tailwind CSS
- Python (Custom CodeBERT CNN)
- Streamlit
- AWS Cloud
- Real-Time Analytics
overview
Project Klean is an enterprise-scale solution combating digital pollution by optimizing inefficient code and reducing energy waste. Our platform harnesses an AI-powered refactoring engine—built on a custom fine-tuned CodeBERT CNN—and sustainability tracking with CodeCarbon to pinpoint and optimize energy-intensive Python logic. Integrated with a cutting-edge Next.js web application, Klean delivers real-time code audits, actionable insights, and performance enhancements that lower carbon footprints while boosting execution efficiency, paving the way for sustainable digital transformation. 5x Hackathon Winning Project
skill
[03.]
Languages
- Java
- C/C++
- C#
- Python
- GoLang
- JavaScript
- TypeScript
- HTML/CSS
- Assembly
- COBOL
- SQL
- Bash
- PowerShell
- R
Frontend
- React
- Next.js
- React Native
- Angular
- Angular Universal
- jQuery
- Tailwind CSS
- Bootstrap
- Material UI
- PrimeNg
- Webpack
- Zustand
- RxJS
- Karma/Jasmine
- Framer Motion
- GSAP
- Three.js
Backend
- Node.js
- Express
- Flask
- Django
- FastAPI
- Spring Boot
- RESTful API
DevOps
- Docker
- Kubernetes
- CI/CD
- GraphQL
- WebSockets
Tools & Platforms
- Git (Sourcetree, GitLab, GitHub Actions)
- Linux
- Figma
- MongoDB
- PostgreSQL
- MySQL
- Redis
- Azure
- AWS
- Google Cloud
- Terraform
- Firebase
- Google Analytics
- Google Search Console
Libraries & AI Tools
- pandas
- NumPy
- Matplotlib
- Seaborn
- Keras
- TensorFlow
- PyTorch
- OpenCV
- Jupyter
- OpenAI API
- LangChain
- Hugging Face Transformers
- D3.js
Design & Creative
- Figma
- Illustrator
- Photoshop
- Video Editing
- Graphic Design