In the rapidly evolving landscape of artificial intelligence, this hub serves as my laboratory for pushing boundaries at the intersection of human creativity and machine intelligence. My GitHub houses experiments, learnings, and practical implementations across classical, generative, and agentic systems.
| Project/Description | GitHub |
|---|---|
| 📚 A curated list of awesome links to essential info, insights, knowledge, learning, and tooling related to Azure Generative AI | Link |
| 🎭 A comprehensive showcase of Azure AI services and capabilities through interactive demos. | Link |
| 🏭 Azure AI Foundry examples | Link |
| 🧠 A hands-on tutorial series on building advanced Retrieval-Augmented Generation (RAG) systems using LlamaIndex | Link |
| 🧰 A comprehensive toolkit and collection of examples for working with Large Language Models (LLMs) | Link |
| 🩺 Discover Healthsearch: Unlocking Health with Semantic Search | Link |
| ⛓️ A comprehensive collection of examples and utilities for working with LangChain, a framework for LLM applications | Link |
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| 🧠 A hands-on course exploring the implementation and application of memory systems for Large Language Model agents | Link |
| 🤖 A hands-on tutorial series for building multi-agent systems using Microsoft's AutoGen framework | Link |
| 👥 A comprehensive tutorial series on building multi-agent systems using the CrewAI framework | Link |
| 🔍 A comprehensive semantic search solution for Azure Machine Learning | Link |
| Project/Description | GitHub |
|---|---|
| 🦠 A comprehensive platform for exploring COVID-19 research literature and tracking vaccine development climical trial data | Link |
| 🎬 A neural network-based classifier for IMDB movie reviews sentiment analysis using Keras | Link |
| 🔢 Keras net for MNIST (National Institute Standards Technology) digits classification | Link |
| 🧮 A simple Artificial Neural Network (ANN) Perceptron implementation with comprehensive visualization | Link |
| 📰 A neural network classifier for the Reuters news dataset using Keras | Link |
| 🩺 A comprehensive implementation of a Fuzzy Inference System (FIS) for breast cancer classification | Link |
| 💳 Kaggle - Home Credit Default Risk | Link |
| 🏠 Kaggle - House Prices: Advanced Regression Techniques | Link |
| 💰 Kaggle - Santander Customer Value Prediction | Link |
| 🚢 Kaggle - Titanic Passenger Survival Classifier | Link |
| 👨🍳 Kaggle - What's Cooking? Multi class classifier | Link |
| 📊 A Python tool for visualizing linear separability concepts using machine learning classifiers | Link |
| ⚙️ LSTM (Long Short-Term Memory) neural net for predictive maintenance | Link |
| 🔍 A Python implementation of various feature selection methods for machine learning | Link |
| 🛡️ A comprehensive machine learning framework for network intrusion detection using the KDD Cup 1999 dataset | Link |
| 👥 KDD Cup 2009 - Customer Relationship Prediction | Link |
| Project/Description | GitHub |
|---|---|
| 🧬 Introduction to NLP for life sciences notebook using subset of CORD-19 dataset | Link |
| 💬 A Natural Language Processing (NLP) application that converts English language queries into SQL | Link |
| 🔄 Assistant answering questions in near real-time with streaming | Link |
| Project/Description | GitHub |
|---|---|
| 📊 A Python implementation of clustering techniques applied to the KDD Cup 1999 Intrusion Detection dataset | Link |
| 🏘️ Comprehensive exploration and analysis of housing datasets with Python | Link |
| 📏 Metrics derived from confusion matrix | Link |
| ⚖️ A demonstration of various under and over-sampling techniques for handling imbalanced class distributions | Link |
| 📐 A demonstration of various scaling techniques for machine learning models | Link |
| Project/Description | GitHub |
|---|---|
| 🚀 Hana Propulsion Laboratory | Link |
| 🦸 A robotics simulation framework for autonomous search and rescue operations using the V-REP | Link |
| 🤖 VREP wall follower using PID controller | Link |
| Project/Description | GitHub |
|---|---|
| 🏭 A platform for solving Flow Shop Scheduling Problems using various heuristic optimization algorithms | Link |
| 🧩 HOP, a flexible and extensible hyperheuristics framework for implementing, testing, and comparing various heuristic optimization algorithms | Link |
| 🌫️ A comprehensive Python implementation of fuzzy logic concepts using the scikit-fuzzy library | Link |
| Project/Description | GitHub |
|---|---|
| 💾 A comprehensive collection of SQL examples demonstrating various SQL concepts and operations | Link |
| Project/Description | GitHub |
|---|---|
| 🎮 Corsair Commander Pro Controller Python script for Linux | Link |
| Project/Description | GitHub |
|---|---|
| 🧮 A Python repository demonstrating tensor operations implemented from scratch | Link |
| 🐧 Linux reference | Link |