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
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
Full Stack Ai Engineer
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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