Building intelligent systems from data to deployment.

Recruiter Signals

• Voice-to-ticket capture for product huddles
• Auto-generated HLDs with Mermaid/canvas architecture views
• Planner/drafter/verifier agent loop with checkpoint approvals
• Finalist at IUB's flagship Cheng Wu Challenge 2026

Architecture

LangGraph

orchestrates planner, drafter, verifier, and approval-state agent workflows.

Neo4j

stores project dependency graphs so service relationships and architecture decisions stay queryable.

Redis

powers queues, session checkpoints, durable approvals, and real-time workflow state.

Gemma 4

supports dynamic prompting for context-aware reasoning across tickets, designs, and dev tasks.

Next.js

ships the product UI for huddles, architecture review, and developer mission control.

Recruiter Signals

• Tracks news context instead of treating articles as isolated posts
• Uses embeddings and semantic retrieval to connect related coverage
• Supports neutrality-aware ranking and citation-grounded topic histories
• Built to make misinformation analysis measurable for readers and reviewers

Architecture

Next.js

delivers a fast, recruiter-demoable interface for search, topics, and article review.

Cloudflare Workers

runs edge logic close to users for low-latency news retrieval and ranking.

D1

stores article metadata, labels, and evaluation artifacts in a serverless SQL layer.

Vectorize

indexes article embeddings for semantic search across a large news corpus.

RAG

builds citation-backed topic summaries and timelines instead of unsupported summaries.