Selected Works
Production AI systems — financial intelligence, ESG research, document processing, agentic pipelines, and security tooling.
Document Intelligence Platform
Full-stack platform for automated extraction, structured analysis, and compliance auditing of financial and legal documents. Runs opinionated AI workflows using Anthropic's Skills API and Files API, producing professional PDF, DOCX, Excel, and JSON outputs. Includes a streaming chat assistant with live document library awareness.
AI Investment Platform
Full-stack investment intelligence platform for equities markets. Features portfolio optimization, real-time data ingestion, an autonomous agent with tool use and SSE streaming, stock screener, and automated end-of-day analysis. Built with Claude, FastAPI, SQLAlchemy, React, and APScheduler.
FDA/eCFR Compliance Engine
Regulatory compliance software for CPG market positioning. Integrates real-time scraping from eCFR, NLP-driven compliance validation, and interactive dashboards for market analysis.
Agentic RAG System
Production agentic RAG pipeline with LangGraph orchestration, LangChain tooling, Azure AI Search, SSE streaming, and Pub/Sub messaging. Deployed custom LLMs on Azure with semantic search via Universal Sentence Encoder.
Intelligent Document Extraction
Autonomous extraction pipeline for unstructured documents. Applies PaddleOCR, Tesseract, Google Vision API, multimodal GPT, and LayoutLM for classification and structured data extraction from PDFs and images.
Optimal Assets Allocation
Portfolio optimization system that predicts optimal asset weights to minimize risk and maximize return. Combines classical statistical methods with modern ML for predictive modeling.
Autonomous SOC Support System
Intelligent threat detection system for security operations. Automates behavioral anomaly analysis to identify insider threats and cybersecurity attacks, alerting administrators in real time.
Insider Threat Detection
Monitoring tool that detects anomalous user and employee behavior using machine learning, generating alerts for system administrators. Built as a major academic project.
UN SDG Intelligence Suite
End-to-end platform for analyzing publicly traded companies' alignment with the UN Sustainable Development Goals. Comprises a multi-phase LangGraph agentic pipeline that ingests SEC EDGAR 10-K filings and sustainability reports, runs hybrid retrieval (semantic + BM25 + ChromaDB), and produces structured SDG alignment reports across all 17 goals. Paired with a full-stack Next.js web platform (Drizzle ORM, Inngest background jobs, SDG dashboards) and a HITL admin dashboard for human review and approval of AI-generated outputs before database commit.
Equity Research Agent
Autonomous research agent that processes S&P 1500 companies, discovers relevant documents, and tracks analysis status across a pipeline with states: pending, processing, done, needs review, and skipped. Powered by NVIDIA NIM-hosted models (GLM 5.1 and DeepSeek V4 Pro) via a custom AI SDK integration. Includes a real-time monitoring dashboard built with Next.js.
Have a complex AI challenge?
Regulated domains, unstructured data, multi-step reasoning — the work where off-the-shelf doesn't cut it.