Welcome to my GitHub profile! I'm Jacques Gariépy, a passionate software engineer and researcher focused on creating innovative solutions that combine cutting-edge technology, traditionnal, AI-driven systems, agentic AI, and advanced paradigms to push the boundaries of software development.

• 🤓 I love discovering the latest trends! ✨ Learning new programming languages, exploring innovative frameworks, it really motivates me, creating. 💪 As a software engineer, I find it essential to stay up to date and always look for improvement.
• 🧠 A researcher and developer focused on transforming modern programming paradigms to align with AI-driven methodologies and deep learning innovations.
• 🔭 Passionate about integrating C#, Python, Angular, LLMs, and AI agents into scalable and innovative solutions.
• 🌱 Exploring new techniques in neural networks, modular AI systems, prompt engineering, and agentic intelligence to enhance user experiences.
• 🎨 Dedicated to creating tools that simplify complex workflows for developers while leveraging technologies like RAG, LLMs, and advanced model optimization.
• 💬 Ask me about dev, web, agentic ai, deep learning, neural networks, AI models, or anything related to cutting-edge software engineering and research.

In addition to my public repositories, I am actively working on numerous private projects, including advanced LLM models, cutting-edge AI systems, and many more innovative solutions designed to push the boundaries of technology and creativity. Stay tuned for future updates as these projects evolve!

A cutting-edge language model that blends hyperbolic geometry with multi-head attention to capture complex, hierarchical structures in language.

• ✨ Main features:
  • Advanced modeling of linguistic structures
  • Integration of geometric concepts into language models
  • Potential for improved performance on complex tasks

Proof of concept to perform benchmarks on different methods using BenchmarkDotNet.

• ✨ Main features:
  • Benchmarking methods to evaluate performance
  • Use of BenchmarkDotNet for precise measurements
  • Comparative analysis of different implementations

A project leveraging AutoGen for creating autonomous agents with Tree of Thought (ToT) reasoning capabilities.

• ✨ Main features:
  • Advanced reasoning using the Tree of Thought framework
  • Integration of AI agents with AutoGen
  • Focused on modular AI workflows and prompt engineering

A dynamic system designed for optimizing neural network operations and AI workflows.

• ✨ Main features:
  • Advanced inference mechanisms for AI models
  • Optimization for real-time applications
  • Modular and scalable architecture

A project integrating AI with real-time weather data from OpenWeatherMap.

• ✨ Main features:
  • Agent-based weather forecasting
  • AutoGen-enhanced integration
  • Real-time API data processing

A robust system for handling service failures to ensure application continuity.

• ✨ Main features:
  • Configurable retry policies
  • Circuit breaker for service health monitoring
  • Rate limiting to prevent overload

An AI-powered command-line tool for analyzing, refactoring, and auditing source code.

• ✨ Main features:
  • In-depth code analysis
  • Intelligent refactoring suggestions
  • Automatic documentation generation

An experimental project aimed at making GPT-4 fully autonomous.

• ✨ Main features:
  • Implementation of autonomous GPT-4 workflows
  • Python-based experiments
  • Insights into next-gen GPT capabilities

A tool for simulating and visualizing swarm intelligence behaviors in various scenarios.

• ✨ Main features:
  • Simulation of multi-agent behaviors
  • Visualization of swarm dynamics
  • Configurable environments for testing

A collaborative chat application built with React and TypeScript.

• ✨ Main features:
  • Real-time communication for multiple users
  • Intuitive and modern UI
  • Lightweight and scalable architecture

A demonstration of the Observer design pattern implemented in ASP.NET MVC.

• ✨ Main features:
  • Practical implementation of the Observer pattern
  • ASP.NET MVC-based architecture
  • Simple and easy-to-follow example

A project aimed at simplifying metadata tagging and management.

• ✨ Main features:
  • Easy-to-use tagging interface
  • Integration with external systems for metadata organization
  • Lightweight and efficient tagging engine

A project aimed at creating custom GPT models for specific applications.

• ✨ Main features:
  • GPT models tailored to particular domains
  • Tools for model development and deployment
  • Detailed documentation for users

A Python application using AI to generate personalized recipes based on available ingredients.

• ✨ Main features:
  • Personalized recipe generation
  • Integration with GPT-4 models
  • User-friendly command-line interface

A PowerShell script for automating software installations and configurations.

• ✨ Main features:
  • Simplifies the software installation process
  • Automation of configurations
  • PowerShell-based for cross-environment compatibility

A cheat sheet for common Git commands and their uses.

• ✨ Main features:
  • Comprehensive list of Git commands
  • Usage examples and practical tips
  • Beginner-friendly reference

A project exploring the use of powerful language models for various applications.

• ✨ Main features:
  • Integration of advanced language models
  • Applications in natural language processing
  • Documentation and usage examples

A project aimed at predicting student performance and providing educational interventions based on influential factors.

• ✨ Main features:
  • Prediction model based on RandomForestRegressor
  • Analysis of feature importance affecting performance
  • Personalized educational recommendations

A collaborative project exploring lightweight multi-agent orchestration, managed by the OpenAI solutions team.

• ✨ Main features:
  • Educational framework for multi-agent orchestration
  • Ergonomic and lightweight agent management
  • Examples and use cases

A repository dedicated to prompt engineering, containing examples and guides to optimize interactions with language models.

• ✨ Main features:
  • Examples of prompts for various applications
  • Guides on creating and optimizing prompts
  • Resources for developers working with language models

A repository containing information and resources on deep learning.

• ✨ Main features:
  • Articles and tutorials on deep learning
  • Resources for beginners and experts
  • Links to online courses and recommended books

You can find me on these platforms:

This project is licensed under the MIT License ;)

Thank you for visiting my profile! Feel free to explore my projects and reach out if you'd like to collaborate or just chat.