Software Architect
Based in Toronto
YAIR KOROK
[01.]
about
Expert in modern web development with TypeScript/JavaScript (ES6), React, Angular, and Next.js, crafting dynamic, immersive UIs with Three.js, GLSL, Framer Motion, GSAP, and D3.js. Experienced in back-end engineering with Node.js, Express, Python, C++, Java, and GoLang, bolstered by advanced DevOps practices—Docker, Kubernetes, AWS (S3, Route 53, CloudFront), Azure, Google Cloud, Terraform, Firebase, and CI/CD via GitHub Actions.
experience
[02.]
Software Architect
- 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
Refined AI-generated code responses through rigorous audits and validation, optimizing NLP workflows and scaling data pipelines.
Engineered AI-driven automation tools with TypeScript, Next.js, and GSAP to boost front-end performance by 300% and reduce workload by 50%.
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.]
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
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 BERGSTER Google Hackathon Winner 2024
Built With
- JavaScript
- Next.js
- Node.js
- Python
- React
- TensorFlow
Overview
Project Bergster is a real-time emotion detection platform deigned to provide an affordable alternative to cognitive therapy. It uses your webcam to detect facial expressions using advanced machine learning—a solution inspired by a teacher’s account of his nephew’s challenges with recognizing social cues and supported by research into emotion recognition training. This makes it a valuable tool for enhancing social cognition in individuals with emotional processing difficulties. The app captures live video via react-webcam and processes each frame with face-api.js using a pre-trained neural network—all on-device without an internet dependency. Built with React/Next.js and managed by ContextAPI, its dynamic interface is powered by TailwindCSS and FramerMotion, while html2canvas and jspdf enable data export, all orchestrated within a robust NodeJS environment for efficient, privacy-focused performance. Winner of the Google GDSC Hackathon @ UofGuelph
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