Systems & Hardware
Market Pulse
A high-throughput streaming pipeline that ingests live financial news, runs quantized FinBERT sentiment and entity extraction, and computes a real-time sentiment shock signal.
GoPythonKafkaONNX
Available for summer 2027 internships
Hi, I’m Caden.
Studying Computer Science at Notre Dame. Writing about AI ethics and ML systems & infrastructure.
AI Ethics
Accountability, consent, and evaluation — who is responsible when systems act.
ML Systems & Infrastructure
Serving, streaming pipelines, and keeping models reliable under real traffic.
Writing
Featured Essays
#AI-Ethics
Who Is Accountable When the Agent Acts?
As agents move from suggesting to acting, our frameworks for consent and liability strain. A taxonomy of agentic accountability grounded in real interface decisions.
June 12, 20268 min read
Read#AI-Ethics#ML-Systems
Evaluation Harnesses Are an Ethics Problem
Safety isn't a post-training checkbox — it's a measurement problem. What belongs in an eval suite before you ship, and why the harness itself encodes values.
May 18, 202610 min read
Read#ML-Systems
Latency Budgets for Real-Time ML Serving
Inference isn't just model quality — it's queues, batching, and tail latency. Notes on designing serving paths where milliseconds actually matter.
April 2, 202611 min read
ReadWork
Featured Projects
Systems & Hardware
Agora
A fault-tolerant, sharded edge-network information retrieval engine built from scratch in Go — custom BM25 ranking, no Elasticsearch or Lucene.
GogRPCProtocol BuffersDocker
Human-AI & Policy
Aweh
AI-powered immigration guidance for F-1 students — hybrid RAG with personalized answers grounded in USCIS policy documents and user profiles.
PythonFastAPILangChainSupabase