Developer working across Python, JavaScript, and Web — with a focus on AI agents, MongoDB, vector search, and applied machine learning.

• 🧠 Build AI agent infrastructure — Memvara bitemporal memory system, agentic coding tools, and IDE integrations
• 🐍 Build tools and applications in Python and JavaScript
• 🍃 Work heavily with MongoDB — schema design, vector search, and text embeddings
• 🤖 Explore ML / AI projects: embeddings, OCR, and computational chemistry
• 🌐 Develop web apps & SPAs (React and vanilla JS)
• 💹 Tinker with fintech side projects (SIP/SWP & premium calculators)

• Building Memvara — bitemporal memory for AI agents with deterministic contradiction resolution, provenance, and time travel
• Learning and experimenting with vector search and embedding pipelines
• Developing AI agent integrations across multiple IDEs and coding assistants
• Interested in Web3, crypto, and building useful developer tooling

• memvara — Bitemporal memory for AI agents (open source core + cloud layer)
• smart-code — Agentic coding tool in terminal with model auto-selection
• geometric-pharmacophore-alignment — computational chemistry / alignment
• text_embedding_processor_mongodb_vector_python — embeddings + MongoDB vector search
• SIP-SWP-Calculator — investment calculator
• Captcha-OCR — OCR with deep learning

• Twitter/X: @sethigoldy