David Botos
Co-Founder - Connect211
I love learning new skills and founding companies to solve problems. This process has given me deep design, engineering, marketing, strategy, and dev ops experience. I continue to find that this broad mix of skills with the mentality of encouraging cross-industry, cross-pollination produces unique insights and great conversations with a lot of interesting folks.
Talks
Extracting RFC 5545 RRULE Compliant Schedule Data in valid JSON with only 0.6B Parameters
January 30, 2026 - Seattle
This talk demonstrates using the small Osmosis 0.6B model to extract complex, unstructured RFC 5545 schedule data into valid JSON format efficiently.
DoppelGoner: Building a Vector-Based Entity Clustering System for Federated Data
April 24, 2025 - Seattle
Learn how to build a Rust-based vector clustering system that uses transformer embeddings, incremental processing, and graph algorithms to reconcile entities across federated databases.
Sales Intelligence Assistant
March 27, 2025 - Seattle
Learn a step‑by‑step workflow that extracts web and PDF content, converts it to markdown, chunks it, and stores vectors in Pinecone for fast research retrieval.
BearHug ʕ•ᴥ•ʔ
January 22, 2025 - Seattle
Demonstrating how real‑time voice AI extracts structured resource data from community organizations, reconciles it with existing schemas, and improves service routing.