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Work

Where I've worked, and what I actually did there.

DeepLogic AI — Software Engineer Nov 2024 — Present
  • Took end-to-end ownership of Enterprise Search, an LLM-based search tool for a large corporation, evolving it from a fragmented POC into a modular, production-ready MVP.
  • Architected an open-source, multi-layer EDI archival solution that cut costs by 70% over the proprietary alternative.
  • Designed and delivered an email-based transaction processing platform end-to-end, enabling a new transaction channel.
  • Architected a unified script-based platform to process EDI, eliminating duplication across systems and extending to new document types.
  • Built systems for generation and validation of German e-invoicing formats and various external system integrations.

Python · Django · Windows Server · PDF processing · LLM · FastAPI · Svelte

FluidAI — AI Engineer May 2024 — Oct 2024
  • Built a hybrid RAG agent that combines web search with vector retrieval, and a text-to-SQL agent on LangGraph.
  • Developed an LLM-based voice calling agent over SIP, plus an AI document verification system.
  • Built a data extraction and ingestion platform on PySpark and Databricks.
  • Built an AI-powered presentation generator for a major healthcare company.

Python · LangChain · FastAPI · LangGraph · Spark · SIP · RAG · LLM

BeyondChats — AI Engineer (Part-time) Sept 2022 — May 2024
  • Built an LLM-driven chatbot with training on custom data sources; built a universal web scraper and a data ingestion platform.
  • Developed ML pipelines for chat data insights and a Flask NLP server for text-based DB queries via LLM API.

Python · React · Flask · LLM · RAG · Vector DB · Playwright