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STAND USER · スタンド使い
ARCANA: THE MAGICIANStand User

KEN WU

吴锵皓
SOFTWARE ENGINEERML RESEARCHERCS '26
LOCATION
Waterloo, ON
BASE
University of Waterloo
SEEKING
Fall 2026 / New Grad
Stand Name
DEEP PURPLE
Stand Stats
DESTRUCTIVE POWER
B
SPEED
A
RANGE
A
DURABILITY
B
PRECISION
A
DEV POTENTIAL
∞
Battle History · 戦歴
Chapter 01 · 5G NETWORK AGENT

Nokia

Jul 2025 — Dec 2025
Ottawa, Canada
Software Engineer Intern
▶Built LoRA fine-tuning pipeline for Qwen generating Camunda BPMN XML with GGUF quantization
▶Designed evaluation framework revealing overfitting from NCSC-only data vs. base models
▶Resolved GPU memory and Triton issues and shipped reusable training tooling for future experiments
PythonPyTorchUnslothTransformer
Chapter 02 · INSURANCE ANALYSIS

TD Bank

Jun 2025 — Aug 2025
Toronto, Canada
Data Scientist Intern
▶Replatformed pipelines for 1.5M+ rows of data and reproduced a 154,340 row deliverable with 100% parity
▶Automated 30+ minutes of manual ingestion per cycle, cutting QA time by 80% via a parity harness
▶Migrated on-prem pipeline to Azure fully automating runs and saving 2–4 hours/week of manual execution
PythonSQLPySparkPandasDatabricks
Chapter 03 · TEACHING

Stanford University

Apr 2025 — Jun 2025
Stanford, United States
Student Instructor
▶Taught Stanford’s Code in Place CS106A course to students globally, taken by 40,000+ students
▶Educated students in Python leveraging beginner friendly libraries including Stanford’s Karel and Tkinter
PythonKarelTkinter
Chapter 04 · LLM AGENT

August

Sept 2024 — Dec 2024
New York, United States
Software Engineer Intern
▶Handled 2,000+ requests/min by deploying 10+ API endpoints using FastAPI, AWS, and Supabase
▶Optimized evaluation cycles for 15+ LLM Agents with a round-robin multi-agent and scoring framework
▶Led the end-to-end development of a multi-agent RAG pipeline powered by LLM-as-Judge strategies
PythonLangGraphFastAPIAWS
Chapter 05 · DOCUMENT QA

Health Canada

Apr 2024 — Aug 2024
Ottawa, Canada
Machine Learning Engineer Intern
▶Built a document QA system using Llama3 7B and ChromaDB for OECD report search and summarization
▶Increased response and semantic accuracy by ~20% using query transformation and contextual memory
PythonAzureLangChainStreamlit
Chapter 06 · RESUME PARSING

Keywords AI

Y Combinator W24
Mar 2023 — Jun 2023
New York, United States
Software Engineer Intern
▶Parsed 1,000+ resumes with a spaCy-based NER pipeline to extract structured recruiter data
▶Reduced response delay by 98% through integration of SQLite-based result caching into the parsing engine
PythonspaCySQLite
Chapter 07 · ENTITY RECOGNITION

Intapp

Formerly delphai
Jul 2022 — Sept 2022
Berlin, Germany
Machine Learning Engineer Intern
▶Boosted recall by 20% through improved entity labeling workflows and language-specific training sets
▶Achieved 70% recall by fine-tuning spaCy models and optimizing hyperparameters via WanDB on Azure
PythonspaCyW&BBS4
Operations · 作戦
Op · 01

Ding-Bot

Chess engine combining GATEAU-style Graph Attention Networks with contrastive latent-space search

PythonTypeScriptGraph Neural Networks
↗ REPO↗ DEMO
Op · 02

PokerMon

Deep Counterfactual Regret Minimization (Deep CFR) for 6-player No-Limit Texas Hold'em

PythonDeep CFRGame Theory
↗ REPO↗ DEMO
Op · 03

LeGM-Lab

AI-powered NBA take analyzer that fact-checks basketball opinions with real stats and roasts bad takes on X

PythonClaude APIFastAPIX API
↗ REPO↗ DEMO
Op · 04

LeLM

Fine-tuned LLM for NBA hot takes, built on Qwen3-8B with LoRA and trained on Reddit r/nba posts

PythonUnslothLoRAHugging Face
↗ REPO↗ DEMO
Op · 05

FlightCal

Fetches flight info and exports it directly to Google Calendar or as an .ics file for any calendar app

TypeScriptNext.jsGoogle Calendar API
↗ REPO↗ DEMO
Op · 06

claude-bell

Interactive CLI to configure audio notifications for Claude Code — know when your agent is done without babysitting it

JavaScriptNode.jsClaude Code
↗ REPO
Stand Abilities · 能力
Languages
PythonSQLCC++TypeScriptJavaScriptHTMLCSSRRacketBash
Technologies & Cloud
PySparkNumPyPandasspaCyMongoDBSupabasePostgreSQLAWSDockerGit
Libraries & Frameworks
PyTorchLangChainFlaskFastAPITensorFlowKerasCUDAReactNext.jsTailwind
Contact · 接触

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CONFIDENTIAL · 極秘
〜 END OF RECORD · 記録終了 〜
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