FLAGSHIP_01 // DESKTOP_AI
Sidekick LLM
A privacy-first desktop knowledge system for local LLMs, combining Expert vaults,
federated retrieval, source-grounded answers, durable memory, and portable local data.
Local LLMs
Federated RAG
Electron
React
Ollama
SQLite
FLAGSHIP_02 // AGENTIC_AI
SYNAPSE
A local-first job intelligence platform that normalizes six data sources, applies
deterministic screening, ranks semantic fit, and produces fact-checked company dossiers.
Multi-Agent Systems
Semantic Ranking
Human-in-the-Loop
FastAPI
Next.js
PostgreSQL
SYSTEMS_03 // FINTECH
Investment Matrix
An event-driven cryptocurrency research and paper-trading platform with live exchange
ingestion, backtesting, portfolio workflows, and locally hosted AI risk analysis.
Event-Driven Systems
Quant Research
TimescaleDB
FastAPI
Redis
Next.js
SYSTEMS_04 // ALGORITHMS
Holdem-Trainer
A quantitative poker engine and training platform with Monte Carlo equity, EV and ICM
analysis, CFR+ solving, adaptive drills, and production-shaped observability.
Quant Modeling
CFR+ Solvers
Dynamic Programming
FastAPI
PostgreSQL
Docker
SYSTEMS_05 // RETRIEVAL
Qdrant Search
A document-first semantic search console that turns chunk-level vector matches into
ranked document results with deterministic seeding and human feedback capture.
Vector Search
Retrieval Evaluation
Qdrant
FastAPI
TypeScript
React
SYSTEMS_06 // IMMERSIVE_AI
Learning Tree
A local-first AI learning platform that connects streamed lesson generation,
backend-scored mastery, durable learner state, and an interactive 3D curriculum interface.
Local LLM Streaming
Stateful Learning
React Three Fiber
FastAPI
TypeScript
SQLite