Projects & Builds

Tools that
actually work.

Agentic AI systems, automation pipelines, and apps built with LLMs and modern stacks. Everything here is real — no toy demos.

2 Active Builds
Open Source Where Possible
Featured Builds
Agentic AI · Research

Research Agent Pipeline

A multi-step autonomous research system. Input a topic, get a structured brief. No human-in-the-loop required for the research phase.

● Building

The pipeline receives a research topic, uses a Planner agent to decompose it into sub-queries, executes parallel web searches, retrieves and summarizes each source, then passes all results to a Synthesizer that produces a structured markdown brief with citations.

Built around Claude's tool-use API with streaming for real-time progress feedback. Designed to handle multi-hop research tasks that would take a human 2–3 hours in under 5 minutes.

Tech Stack
Claude APITool UseWeb SearchPython 3.12StreamingMarkdown Output
Pipeline Architecture
1User inputs research topic
2Planner Agent decomposes into sub-queries
3Parallel web search tool calls
4Source summarization per result
5Synthesizer produces structured brief
6Markdown output with citations
Agentic AI · Trading

Trading Intelligence Dashboard

Market scanner + AI context generator. Flags setups matching technical criteria, fetches options flow, and generates Claude-powered summaries per ticker.

● Building

Scans watchlist tickers for predefined chart patterns (breakouts, consolidations, volume anomalies). For each flagged setup, fetches options flow data and passes both to Claude to generate a concise context summary — bias, key levels, notable options positioning.

Tech Stack
ReactClaude APIMarket Data APIOptions FlowTypeScriptRecharts
System Architecture
1Watchlist ticker ingestion
2Technical pattern scanner
3Options flow data fetch
4Claude context summary generation
5React dashboard with charts
Build Pipeline

What's coming next.

D365 × AI
D365 AI Copilot

RAG-powered assistant for D365 FSCM configuration questions and X++ code generation.

RAGVector DBClaude
● Planned
Agentic AI
Inbox Intelligence Agent

Autonomous email triage — classify, prioritize, draft responses, surface action items.

Gmail MCPClaudePython
● Concept
AI × Learning
Adaptive Knowledge System

Personal spaced-repetition system powered by AI that adapts to weak spots across D365, AI, and trading knowledge.

Claude APISupabaseReact
● Concept