Joel Sprunger

Full Stack AI Engineer at Lender Toolkit

Role
Full Stack Ai Engineer at Lender Toolkit
Location
Portland, OR, US
LinkedIn followers
500 followers
Information TechnologyView LinkedIn profile

About Joel Sprunger

Experienced Staff Engineer with a demonstrated history of innovation in signal processing, machine learning, and Generative AI. Skilled in Python, JavaScript, Matlab, C/C++, Verilog/VHDL, and LabVIEW. Strong engineering professional with a Master of Science (MS) focused in Electrical & Computer Engineering (Signal Processing) from Portland State University.

Experience

  1. Full Stack Ai Engineer

    Lender Toolkit

    Jun 2023 — Present · US

    Agent Platform• Guidelines Agent: Built a LangGraph agent over Postgres with pgvector that can handle complex queries with accurate information and citation; also designed additional specialized agents for text extraction, loan data, and general‑purpose assistance that build on the same agentic patterns.• Guideline Updater Service: Architected and implemented an end‑to‑end ETL pipeline that crawls and normalizes official guideline sources using Firecrawl, custom parsers/processors, and a resilient async pipeline with Redis queues, retry mechanisms, and CloudWatch monitoring.• TypeScript/React Frontend: Web app via a modern streaming chat experience with conversation management, user settings, model/agent selection, streaming tool status, markdown rendering with LaTeX support, and structured visualization rendering.• Leadership: Mentored and directed 2 interns and 2 contractors (requirements, ADO/GitHub planning, code and architecture reviews), effectively acting as the technical lead for the guidelines and agent stacks.Additional Features• AI Filter Selection: Use natural language to filter data displayed in the web app• Loan Summarizer: Steamed summary sections, supported by a recursive JSON scrubber/splitter (contributed to LangChain).• AI Profile Images: Take profile picture -> vision model analysis -> HuggingFace Avatar Generation. • Tetris Game: Created a production‑quality React Tetris game based on the company logo Architecture LeadershipServed as lead technical/architectural reviewer for a complex pipeline agent delivered by an external consulting partner, redesigning it into a transparent, pandas‑style agentic workflow with explicit tools and iterative refinement instead of a rigid one‑shot pipeline, resulting in a more reliable design which is less prone to hallucination and more efficient with tokens.

Education

  • Portland State University

    Master of Science (MS), Electrical & Computer Engineering

    2015 — 2018

  • Oregon Institute of Technology

    BSEET, Electrical Engineering/Signal Processing

    2008 — 2011

Skills

  • Uflex
  • Particle Filters
  • State Space Tracking
  • Engineering
  • Fpga
  • Mathematics
  • Verilog
  • Kalman Filtering
  • Vhdl
  • Labview
  • Signal Processing
  • Matlab
  • Ltspice
  • Vivado
  • Image Processing
  • Ate
  • Microsoft Office
  • Array Processing
  • Automation
  • Pdm
  • Xilinx Ise

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Joel Sprunger — Full Stack Ai Engineer at Lender Toolkit in Portland, OR, US | Unifers