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
- Harvard University – Present – Research Collaborator in AI & Medical ML
- Cohere – March 2025 - Present - AI/NLP Senior Data Specialist
- Caplift.ai – November 2025 - Present – CTO & Co-Founder
- Harvard Steath Startup – June 2025 - November 2025 – Founding Engineer
- LTV.ai – April 2025 – June 2025 – Full Stack Engineer
- Canaccord Genuity Inc. – June 2024 - December 2024 – Software Analyst
- Flair Social – August 2024 - Sept 2025 – Co-Founder & CTO
- Tronic Web Agency – August 2023 - May 2025 – Founder & Developer
AI/NLP specialist auditing and fine-tuning LLMs across Python and JavaScript, designing scalable validation pipelines to reduce hallucinations and improve model reliability.
Founding engineer architecting FastAPI and NestJS microservices with PostgreSQL, ClickHouse, and AWS, streaming millions of events daily with multi-LLM routing and real-time dashboards.
Inventor of holographic communication and telepathic exoskeleton systems; fuses C++, OpenCV, Kinect and custom CNNs for real-time AR/VR, bridging ML with mixed reality.
Full-stack software architect across TypeScript, Go, Python, C++, React, Next.js, Kubernetes, Docker, GraphQL, WebSockets, blending ML pipelines with elegant UI/UX and 3D design.
Serial founder and content creator with over 20 hackathon wins; built startups from AI fashion engines to finance matchmakers while playing competitive sports and scaling YouTube channels
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