Bart Czernicki's repositories
MachineLearning-BaseballPrediction-BlazorApp
Machine Learning over historical baseball data using latest Microsoft AI & Development technology stack (.Net Core & Blazor)
Blazor-MachineIntelligence
Centralized repository of my Blazor apps with Machine Intelligence (Statistics, Analytics, Machine Learning, AI, Information Retrieval etc.). This repository will coalesce all of my Machine Intelligence repos in a single area and point to their respective: live demo, source code, video & presentation locations.
MachineIntelligence-TextAnalytics-TPLDataFlows
Machine Intelligence using OpenAI, Semantic Kernel, Vector Search, SQL Server
ArtificialIntelligence-Presentations
Public location of delivered Artificial Intelligence & Machine Intelligence Presentations
MLDotNet-BaseballClassification
Machine Learning training job using historical baseball data & ML.NET to build a complete set of classifiers.
AzureOpenAILogProbs
Examples of how-to use Azure OpenAI Log Probabilities (LogProbs) feature to enhance Generative AI - Q&A grounding.
DecisionIntelligence.GenAI.Workshop
Decision Intelligence & GenAI Workshop that introduces proven decision-making theory and applies it with Generative AI.
DemoLuceneBlazor
Demo of creating a Lucene.NET index and using it inside Blazor WebAssembly (all in the web browser, no server-side components required)!
hnsw-sharp
C# library for approximate nearest neighbors (ANN) search using Hierarchical Navigable Small World graphs
VectorMathAIOptimizations
Benchmark - Vector Math for AI Optimizations
Simulation-SportsChampionships
Using statistical monte carlo simulations, determine how easy it was to make the playoffs or win a championship in a particular sports league decade (basketball, football).
StableDiffusion
Stability.ai generations using images, video models like Stable Diffusion, SVD etc.
ArtificialIntelligence-PollenProtect-iOSApp
Pollen Protect Xamarin iOS App with Custom Vision
Blazor-WebAssembly-StatisticsAndML-DotNet7
Blazor WASM (WebAssembly) with .NET 7 implementation, that showcases howto perform statistical analysis locally inside the browser
GamblingSimulation
Simple Martingale Gambling Simulation in C#/.NET Core
MachineIntelligence-CognitiveDocumentEnricher
Console Application that enriches source documents with Azure Cognitive Services, Microsoft AI & ML
MachineIntelligence-Grpc-BaseballPredictions
gRPC client & server communication using in-memory machine learning inference.
BaseballData
Baseball Data Repo of Data and scripts
ParquetAIVectorSearch
Sample application loads parquet files, builds an HSNW index and then searches the index with provided sample embeddings
RiskAnalysisWithOpenAIReasoning
Risk Analysis of SEC 10-K Documents using OpenAI o1 Reasoning Models
SharePointIndexToAzureAISearch
Example of using Office Graph APIs to locate a SharePoint directory (Graph Drive), chunk the contents and send it to Azure AI Search index.