AI BOTS & AUTOMATION | LLM SYSTEMS, SCRAPING & DATA PIPELINES I help startups and operations-heavy teams build production-ready AI systems and automation that remove manual work and deliver measurable business results. I focus on real systems that run reliably in production—clear scope, fast execution, and clean handoff. Not research demos or over-engineered experiments. Most engagements start with a small pilot delivered in 1–2 weeks, then scale once value is proven. What I do * 🤖 AI & LLM bots (Telegram, Slack, internal assistants) * 📄 Document / PDF AI systems (search, summaries, data extraction) * ⚙️ Workflow automation (support, ops, CRM, reporting) * 🧠 Internal AI copilots for teams and founders * 🕸️ Web scraping & data pipelines (clean, reliable, scalable) * 🛠️ Automation & control systems (python-based automation) How I work * Clear scope, fast execution * Business-outcome focused (time saved, cost reduced) * Founder-friendly communication * Clean, maintainable, well-documented code * Start small → validate → scale confidently Best fit clients * SaaS & tech startups * Agencies adding AI or automation capabilities * Ops-heavy businesses replacing manual workflows * Teams that value reliability over hype Availability Available for short-term AI automation, scraping, and bot projects, with room for follow-on work after a successful pilot. If you want to automate workflows, turn documents into reliable AI assistants, or build a scraping or data system that actually holds up in production, let’s discuss your project. If you want to automate workflows, turn documents into AI assistants, or launch a useful AI bot before Q1 pressure hits — let’s discuss your project.