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Work

AI products I’ve built

Systems I scoped, designed and shipped end to end. Each case study starts with the user problem, then the trade-offs, then the results.

AI BuildSolo builder (product + engineering)

The Intelligence Times

Tracking competitors means hours of reading news, repos and papers. Teams need a cited brief, not 40 open tabs.

  • 4 specialist agents produce a cited competitive-intelligence brief in ~25 seconds
  • Measured 79% citation coverage and 80% number fidelity on real runs
  • Runs entirely on free tiers ($0/month) as a live public web app
  • Multi-agent
  • RAG
  • Pinecone
  • BM25
  • Groq
  • Python
Case Study: The Intelligence TimesLive Demo [ADD LINK]GitHub [ADD LINK]
AI BuildSolo builder (product + engineering)

Medical Note Summarizer

Clinicians lose time reading long, unstructured notes, and a summary that hallucinates is worse than no summary.

  • Fine-tuned Llama 2 7B on clinical notes via Replicate
  • Evaluated with ROUGE, BLEU and hallucination checks: [ADD METRIC]
  • Deployed as a public demo on Streamlit / Hugging Face
  • Fine-tuning
  • Llama 2
  • Replicate
  • Evaluation
  • Streamlit
Case Study: Medical Note SummarizerLive Demo [ADD LINK]GitHub [ADD LINK]