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Projects

Working AI systems, documented end to end.

Each project addresses a real workflow — with architecture, decisions, code, and next steps covered in its case study.

Live

Document Intelligence & RAG

AI News Intel

A live document intelligence system that turns scanned newspaper pages into evidence-backed answers.

  • Python
  • FastAPI
  • Cloud Vision OCR
  • Embeddings
  • Hybrid Retrieval
  • Google Drive API
Case StudyLive DemoGitHub

Why it matters

  • Live on this site — ask it questions right now
  • Source-grounded answers with confidence labels
  • Weak-evidence fallback instead of hallucination
  • Date-wise ingestion pipeline from Google Drive
Working System

Customer Refund AI Agent

Policy-grounded refund agent with human escalation and audit-ready reasoning.

  • LangGraph
  • FastAPI
  • Next.js
  • Policy Engine
Case StudyGitHubWatch Demo
Working System

Cafe POS & Ordering System

AI-ready cafe POS turning orders, queues, payments, and dashboards into structured data.

  • Next.js
  • Prisma
  • SQLite
  • TypeScript
Case StudyGitHub
In Daily Use

AI Job Search Automation System

n8n job-search workflow for role matching, tracking, and human-approved outreach.

  • n8n
  • Python
  • LLM Extraction
  • SQLite
Case StudyGitHub
Working Case Study

AI Transcript Intelligence

Transcript analytics for intent, sentiment, issues, summaries, and action points.

  • Python
  • LLM Classification
  • Structured Output
  • Sentiment Analysis
Case StudyGitHub