Professional Overview
I build practical AI automations and custom LLM workflows that actually save teams real hours every week. Instead of treating AI like a novelty, I focus on integrating models (OpenAI, Claude, open-source) into everyday business systems. Most of my work involves setting up smart workflows, hooking up APIs, and making sure the outputs are reliable and structured. What I regularly work on: - Automated backend pipelines using Python, n8n, and Make to connect CRMs, internal databases, and messaging tools like Slack. - Retrieval-Augmented Generation (RAG) search engines and assistants for internal documentation, onboarding, or customer-facing support. - Custom agents that handle multi-step tasks, like data extraction from messy PDFs or automated research and reporting. A few recent projects: - Designed an automated lead processing system that pulls incoming inquiries, summarizes key points using an LLM, and logs clean records directly into PostgreSQL. - Built a searchable knowledge-base assistant for an operations team to answer routine internal questions directly from documentation, cutting down repeated team inquiries significantly. - Set up scheduled scraping and analysis flows th
Areas of Expertise
NLP & Prompt Engineering
Build natural language processing systems, fine-tune large language models, and craft reliable production prompts for AI-powered products.
