Real engagements, real systems, real outcomes. Here's a selection of what we've built and deployed.
Built integration spikes across three avatar vendors (HeyGen, D-ID, Anam) for a K-12 education platform. Includes a vendor-neutral fact-checking backend using Brave Search API, Vertex AI Claude Haiku, and pgvector for real-time claim verification. Full-stack — FastAPI backend, browser-embedded avatar frontends, and Docker deployments.
Built a CLI tool and desktop app that uses Flux Kontext Max to generate product-ready images of signet rings with custom coat of arms overlays. Takes a blank ring photo and crest image, produces e-commerce ready product shots in under 30 seconds at $0.08/image. Packaged as standalone executables for non-technical users.
Designed and built a retrieval-augmented generation platform that indexes internal knowledge bases, handles multi-modal content, and serves accurate answers to 3,000+ employees daily.
Built a multi-agent system that ingests, classifies, extracts, and routes unstructured documents for a fintech company processing 50K+ documents/month. Reduced manual review time by 80%.
Built an autonomous support agent that resolves Tier 1 tickets end-to-end — reading context from CRM, taking actions via APIs, and escalating intelligently. Handles 60% of inbound volume.
Deployed a continuous compliance monitoring system that ingests audit logs, detects policy violations in real time, and generates evidence packages for SOC 2 and ISO 27001 reviews.
Built a cloud-native digital forensics pipeline that processes Velociraptor collections through automated timeline generation with Plaso, threat hunting with Chainsaw, and EVTX log analysis — all visualized in a self-hosted OpenSearch dashboard with pre-configured DFIR investigation views.
Designed and deployed a Kong-based API gateway layer for a managed security platform. Features hybrid deployment mode with managed control plane, multi-tenant rate limiting, per-consumer quota tracking for billing, and tiered access controls across Basic, Standard, Premium, and Enterprise tiers.
Built a Cloud Run job that automatically captures screenshots of flagged domains for threat intelligence analysis. Integrates into Cloud Workflows with intelligent retry logic, concurrency-aware processing, and organized output to GCS buckets for security analyst review.
Forked and extended Panther's open-source detection rules into a multi-tenant repo serving multiple client environments. Built a GitHub Actions matrix strategy that auto-discovers environments and deploys shared + client-specific rules in parallel — combining base detections with per-client overrides, validating against each Panther instance, and tracking rule deletions across environments.
Built a Claude plugin that equips compliance teams with AI-powered GRC expertise. Three specialized skills cover ISO 27001 internal audits across all 93 Annex A controls, SOC 2 system description writing aligned to AICPA Trust Services Criteria, and GDPR/CCPA data privacy compliance — all integrated with Vanta.
Built a Model Context Protocol server that pipes Vanta compliance data directly into AI-powered IDEs. Developers can query failing tests, inspect affected resources, and get AI-assisted remediation guidance without leaving their editor. Ships with OAuth 2.0 auth and automated releases via GitHub Actions.
Built a semantic search and AI agent platform for marketing content discovery and repurposing. Natural language queries find relevant content by meaning, then multi-step AI workflows automatically transform materials into LinkedIn posts, emails, tweets, and summaries — with quality review built in.
Helping regulated firms adopt AI safely across their operations. Scoping custom workflows tailored to real work processes, standing up private AI environments with pre-built prompts, tools, and skills from Anthropic and OpenAI, and deploying it all within compliant perimeters where no data leaves the firm.
We're always looking for hard problems and ambitious teams. Let's talk about what you're building.
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