Jayden Kim

Chicago · NYC

jaydenkim311@gmail.com

Software Engineer

Jayden Kim

I build from the kernel up — a Unix-like RISC-V operating system, real-time computer vision, an FPGA video pipeline, and the web apps that sit on top.

UIUC Computer Engineering · Graduating Dec 2026 · Open to new-grad SWE roles in Chicago, NYC & the Bay Area

Two of these run live in your browser — no install, no setup. Start there.

FPGA Video Pipeline

A SystemVerilog camera-to-HDMI display pipeline with a hardware text-overlay engine addressed over AXI4-Lite. Real-time video capture, buffering, and output on an FPGA board. ECE 385 final project.

  • SystemVerilog
  • AXI4-Lite
  • HDMI
  • FPGA

Duplicate-Question Detection

A CNN benchmarked against a Transformer built from scratch — custom multi-head attention and tokenizer, no nn.Transformer — for duplicate-question detection on the Quora dataset. Full PyTorch training pipeline with evaluation and visualization.

  • PyTorch
  • Transformers
  • NLP
  • Python

Airbnb Finder

Natural-language listing search — describe the stay you want in plain English and get ranked results. Hugging Face sentence embeddings over listing data, served by a FastAPI backend with a React frontend.

  • FastAPI
  • React
  • Embeddings
  • Python

Stock AI Simulator

A C++ backtesting harness that treats a portfolio as a graph — applying Dijkstra, minimum spanning trees, and PageRank-style centrality to portfolio construction, then measuring the strategies against historical data.

  • C++
  • Graph Algorithms
  • Backtesting

Course Load Planner

A course planning and degree-progress web app for UIUC students — map requirements, plan semesters, and track what's left. React and TypeScript frontend, built with a team.

  • React
  • TypeScript
  • Team Project

All repositories on GitHub

Experience

Merkaloop

Software Engineering Intern · Remote

Jun 2026 — Present

  • Translated business requirements into a rules-based TypeScript pricing engine that values used lab equipment from retail-price anchors, depreciation curves, and condition modifiers, returning price ranges with confidence scores.
  • Debugged a currency-conversion defect in the calibration pipeline that was silently discarding every EUR-priced listing, and added versioned, append-only database tables so each valuation is reproducible and auditable.
  • Fixed a checkout race condition in the Stripe payment flow that could sell one unit to two buyers, replacing a read-then-write with an atomic PostgreSQL update.
  • Built an LLM agent that calls live web search to find comparable competitor listings for 89% of catalog items and surfaces the lowest price to guide seller pricing.

Printech Workshop

Software Engineering Intern · Chicago, IL

Apr 2026 — Jun 2026

  • Built a full-stack ERP web app with Python (FastAPI) and Node.js, integrating the Wix and Discord REST APIs to unify order, inventory, and production data for 250+ products and save roughly 10 hrs/week of manual work.
  • Designed a demand forecasting model over historical sales that ranks products by projected demand to set the production queue, cutting top-seller stockouts from 25 to 2 per month.
  • Wrote a job scheduler that groups print jobs sharing machine settings, reducing press recalibrations from 9 to 3 per shift and recovering 80 min/day.

US Navy

Software Engineering Intern (Contract) · Lakehurst, NJ

May 2024 — Aug 2024

  • Developed a Python and PostgreSQL business system automating support-equipment tracking for VH-92 helicopter operations, eliminating 80% of manual data entry.
  • Containerized ETL pipelines with Docker and set up CI/CD workflows for automated build, test, and deployment, cutting release time by 50%.

Education

B.S. Computer Engineering, Minor in Statistics
University of Illinois Urbana-Champaign · Expected Dec 2026

Honors

USACO Gold Division
Holonyak Scholarship ($5,000)

Relevant Coursework

Operating Systems · Distributed Systems · Algorithms & Models of Computation · Machine Learning Systems · Deep Learning for Computer Vision · Database Systems

ABOUT
Jayden Kim

I'm a Computer Engineering student at UIUC, graduating December 2026. I like working at both ends of the stack: I've written a Unix-like kernel in C and RISC-V assembly, wired a camera to an HDMI display in SystemVerilog, built a Transformer from scratch in PyTorch, and shipped React and FastAPI apps on top of all of it.

I've spent the last three summers interning as a software engineer — a pricing engine and an LLM sourcing agent at Merkaloop, a full-stack ERP with demand forecasting at Printech Workshop, and equipment-tracking systems for VH-92 helicopter operations with the US Navy.

The through-line is wanting to know how the layer underneath actually works — which is usually how I end up building it myself.

Open to new-grad software engineering roles in Chicago, NYC, and the Bay Area.

Resume

The one-page version — experience, coursework, and skills.

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Get in Touch

I'm looking for new-grad software engineering roles starting after December 2026 — and I'm always happy to talk about kernels, models, or anything in between.

Email Me