AI Workflow Systems work
AI workflow systems around queues, dedupe, classification, outreach operations, SEO triage, and review-state handoff.
Related projects
8GPU Orchestration Lab
Dockerized multi-stage GPU pipeline with Prefect and on-demand worker pools.
Docker, Prefect, RunPod, PostgreSQL, S3-compatible storage, FAISS, vLLM, FastAPI workers, Stable Diffusion, NLLB, CUDA
Shows orchestration separated from GPU-heavy stages so each workload can run in the right worker image and hardware profile.
Local AI Model Gateway
Self-hosted LLM and diffusion workflow experiments around local inference, quantized models, API wrappers, prompt pipelines, queues, and human review boundaries.
Python, FastAPI, Docker, local LLMs, Qwen-style open-weight models, GGUF/quantized inference, SDXL-style diffusion workflows, API wrappers
Shows practical AI infrastructure work: running models locally, wrapping them into usable APIs, routing jobs through queues, and keeping operator approval around external actions.
Marketplace Triage Worker
Python worker for filtering marketplace leads before manual review.
Python, SQLite, JSONL ingestion, CLI worker, IMAP, crawler handoff, LLM triage, Telegram notifications
Shows lead-intake automation that applies deterministic filters before LLM triage and keeps handoff/notification state auditable.
ReachLog
Single-owner outreach system for tracking targets, messages, replies, bounces, forms, follow-ups, and dedupe protection.
Next.js, TypeScript, React, Tailwind, Drizzle ORM, SQLite, IMAP/SMTP, Node workers, CSV import/export
Shows stateful workflow tooling where dedupe, mailbox state, and next actions stay auditable.
Redacted Laravel Systems
Larger Laravel builds in sensitive verticals, summarized publicly and available as private proof when relevant.
Laravel, Filament, Livewire, Inertia/Vue, Redis, Horizon, Scout/Meilisearch, S3/B2, payments, queues, scheduler, media pipelines, FFmpeg/HLS, RunPod
Shows larger application work without exposing sensitive verticals or data publicly.
MarketEngine
Internal system for deciding whether an SEO task is worth doing before it becomes a ticket.
FastAPI, Python, PostgreSQL/Neon, Redis, Qdrant, Docker Compose, Celery, ILCrawler evidence, SERP overlap, LLM gateway profiles
Shows decision-system work that joins crawler evidence, competitor facts, owned-page matching, scoring rules, and recommendation guardrails.
SearchCaliber
Private dashboard that connects a site, its crawl evidence, market research, and approved SEO actions in one place.
Next.js App Router, TypeScript, React, FastAPI, Python workers, Neon Postgres, Backblaze B2, signed sessions, ILCrawler bridge, MarketEngine bridge
Shows product-shell work where project identity, evidence readiness, private auth, and action review become one usable workflow.
ILCrawler
Crawler/audit system for turning raw crawl, rendered, Lighthouse, and issue evidence into reviewable SEO handoff data.
FastAPI, Next.js, React, PostgreSQL/Neon, S3-compatible storage, Docker workers, Playwright, Lighthouse
Shows crawler architecture, worker orchestration, evidence modeling, private operator UI, and portable audit output.