Founder at Solution Forty Two. Building AI-first systems for compliance intelligence, legal automation, and developer productivity.

I build leverage: systems that increase sovereignty and compounding capability, and deliver durable value across real-world constraints.
AI systems, backend platforms, and data engineering deployed with production reliability.

• Open source: contributor to antigravity-panel and antigravity-kit
• Computer Vision library: eye-vision
• Writing: Medium

• Compliance intelligence: screening workflows, risk signals, monitoring
• Legal AI: drafting, analysis, and research automation using agentic workflows
• Developer tooling: productivity features that reduce cycle time and raise quality
• Applied ML: computer vision and decision support

Compliance screening and monitoring workflows designed for institutions and regulated environments.
Product: https://iris.s42.xyz/

Agent-based legal support for drafting, analysis, and research, built for practical deployment.
Product: https://easylaw.s42.xyz/

• PR #42 (Merged)
  Context: Added a local LLM commit message generator, enabling local-first commit generation without relying on hosted providers.
• PR #44 (Closed)
  Context: Improved connection diagnostics and workspace resolution behavior to make troubleshooting and multi-workspace usage more reliable.

• PR #12 (Merged)
  Context: Strengthened reliability and developer experience in AI-assisted workflows.

• PR #1 (Open)
  Context: Added bounding box rendering on detected images to improve interpretability of model outputs.

• I ship narrow, usable slices, then iterate with feedback.
• I document decisions so systems can outlive the sprint.
• I default to safe handling of data and secrets.
• I care about reliability: clear errors, diagnostics, and predictable behavior.

Open to:

• Compliance and legal AI partnerships (workflows, integrations, and productization)
• Applied ML and computer vision collaborations
• Developer tooling features and integrations

Preferred contact: https://www.linkedin.com/in/simbatmotsi/

Python, FastAPI, PostgreSQL, Docker, AWS, and search-first data systems for production AI workflows.