TSTodd SimonsonResume

Projects

Systems designed around
real technical constraints.

Four case studies showing backend architecture, applied machine learning, workflow automation, full-stack development, and systems performance analysis.

CEActive

Machine Learning Platform

CERES

~16K LOC ML platform · FastAPI · PostgreSQL · React · WebSockets · 396 model artifacts

~16Kapplication LOC
16backend interfaces
396model artifacts
11configured assets
PythonFastAPIPostgreSQLReactDocker
View case study
AIActive

Automation Platform

AI Job Search Agent

5,657 jobs processed · 15 FastAPI endpoints · Ollama LLM · Playwright automation

5,657jobs processed
15FastAPI endpoints
885generated artifacts
6source integrations
PythonFastAPISQLiteSQLModelOllama
View case study
SURebuild in progress

Multi-Chain Platform

SurfTide

~12K LOC full-stack platform · Next.js · PostgreSQL · Solidity · 13 EVM networks

~12Kapplication LOC
13EVM networks
10API handlers
10subgraph repos
Next.jsTypeScriptReactPostgreSQLSolidity
View case study
RIComplete

Processor Simulation

RISC-V / gem5

DVFS simulation · cache hierarchy · 141,594-instruction benchmark · energy analysis

3DVFS configurations
141,594instructions per run
39.2%estimated energy reduction
2.45best measured CPI
gem5PythonCGCCTimingSimpleCPU
View case study