About

Most finance people can't ship software. Most engineers don't understand where the money moves. I'm studying all three sides: finance, computer science and economics.

  • Finance (BS) · Computer Science (BA) · Economics (BA)
  • Santa Clara University, Class of 2029
  • Open to Summer 2027: SWE · Quant/Finance · Fintech
  • Santa Clara, CA · open to relocating

01 · How I build

Six rules I keep, and where each one shows up.

  1. Uncorrelated failure modes.

    Never trust one source of truth; have independent methods vote.

    Seen inThe CouncilUncorrelated Failure Modes

  2. Humans get the split vote.

    Automate the agreement; escalate the disagreement.

    Seen inAccountWardRedl

  3. Integer cents, append-only, provenance on every fact.

    For money, correctness beats convenience.

    Seen inAccountWardWarrant + Forge

  4. Real ground truth only.

    Never train or evaluate on LLM-generated labels.

    Seen inBEMA

  5. Report the negative result.

    If calibration broke, say so.

    Seen inCan’t Hallucinate, Can Still Be WrongThe Council

  6. Kill ideas fast.

    Map the market before writing code.

    Seen inConcordKilling Good Ideas

02 · Education

Santa Clara University, Leavey School of Business

Triple major in Finance (BS), Computer Science (BA) and Economics (BA), Class of 2029.

Finance Association · Personal Finance Club · ACM

03 · Coursework

Papers from class

04 · Off the clock

3D printing and CAD design

Scaling models to a printer's limits and porting projects between printers and slicers: CAD & 3D printing.

Where to next

The proof is in the work. Start anywhere.

Open to Summer 2027 internships in software engineering, quant and finance, and fintech.

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AccountWardin-build
Redlbuilt
The Councilresearch
BEMAresearch
EXIT LIQUIDITYin-build
NEXUSarchived
Warrant + Forgebuilt
Concordarchived
BlueCollarPalin-build
Chispenbuilt
Warrant Portalbuilt
JobAppin-build
Night/Dayexplored
BLACKSITE: NULLin-build
SlugBitesbuilt
Riptidebuilt
AeroBitesarchived
Internbuilt
CAD & 3D printingexplored
ForgeCouncilexplored
ADDE: adversarial due-diligence engineexplored
Model routing in practiceexplored
AI due-diligence market mapexplored
Quorumarchived
Colossus Wakeexplored
FitFindrbuilt
Project Omniexplored
Oblivionexplored
MeetWisebuilt
EyeOSexplored
LinkLeap AIexplored
Up-Toexplored
Offline speech-to-notes (Java)explored
AI-assisted game production pipelineexplored
COLLAPSEarchived
THE TRIALSarchived
EcoNodearchived
ESP32-S3 / LoRa benchexplored
CleanPlaybuilt
Rezonyrbuilt
Habit Tracker Telegram Botbuilt
Job Board Aggregatorin-build
Visual Hand Trackbuilt
CLI Task Trackerbuilt
All work44 entries
Can’t Hallucinate, Can Still Be Wrong: Calibration of a Typed-Decision Model Under Input Noisepaper
Disagreement as Signal: A Hybrid Multi-Agent and Council Architecture for Error Detection in LLM Systemspaper
Killing Good Ideasessay
Uncorrelated Failure Modesessay
ADDE: adversarial due-diligence engineexplored
AI due-diligence market mapexplored
AI-assisted game production pipelineexplored
Aura Chatexplored
Colossus Wakeexplored
EcoNodearchived
ESP32-S3 / LoRa benchexplored
EyeOSexplored
FitFindrbuilt
ForgeCouncilexplored
LinkLeap AIexplored
MeetWisebuilt
Model routing in practiceexplored
Offline speech-to-notes (Java)explored
Oblivionexplored
Print benchexplored
Project Omniexplored
Provably-fair outcome enginebuilt
Quorumarchived
Up-Toexplored
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