Ken Wu Email & Phone Number

Waterloo, ON, CA

New York, United States

• 🧑‍⚖️ Software Engineer @ VecFlow
• Building on multi-agent orchestration to emulate and assist workflows of lawyers

Waterloo, Ontario, Canada

• ♾️ URA @ University of Waterloo with Professor Ali Ghodsi and Amin Ravanbakhsh
• Working on symbolic regression using GPT models in the field of physics.

Kitchener, Ontario, Canada

• 🌏 Machine Learning Engineer @ Coastal Carbon
• Benchmarked SOTA super resolution models including ESRGAN, StabelSR, etc through pipelines in PyTorch

Ottawa, Ontario, Canada

• 🐛 Machine Learning Engineer @Health Canada
• Developed a RAG app with Llama3 7B and ChromaDB for OECD research documents with custom chunking
• Implemented features including query transformation and memory using LangChain to produce accurate responses
• Deployed the Streamlit Application to Azure VM with auto start and shut down feature

Waterloo, Ontario, Canada

- Led a team of 6 engineers in the development of MedChat, an AI-based medical assistant- Developed RAG demo leveraging LangChain on medical datasets- Evaluated and compared embedding models using Ollama to enhance MedChat’s NLP capabilities- Conducted research on optimizing LLM performance through model fine-tuning and embedding comparisons- Planned.

Waterloo, Ontario, Canada

Waterloo, Ontario, Canada

- Developed OpenFintech, enabling users to create custom high-frequency trading algorithms- Integrated SQLite3, MySQL, and initiated MongoDB and Alphavantage API integration- Utilized pandas and SQL to compute trading metrics like SMA, RSI, and EMA- Implemented backtesting, generating dataframes for stop loss, profit, and positions- Designed Model.py for.

Georgetown, Ontario, Canada

• 🐮 Data Analyst @Saputo, Winter 2024 (Jan - Apr)
• Developed a TS script in Excel that eliminated 8 hours of weekly efforts updating open-order Excel files
• Implemented a TS script in Excel for 1000+ Nestl ́e products weekly, eliminating 20000+ data entries
• Utilized Gemini API to automate competitor research, compiling information on 200+ competitor brands
• Leveraged VBA for weekly statistical analysis and EDA on 2000+ major products and 200+ miscellaneous items

New York, United States

- Developed a resume-parsing Python script using OpenAI API and spaCy- Trained a spaCy resume parsing NER model with ~40% accuracy with 18 parameters- Implemented caching on OpenAI API queries using SQLite and GPTCache- Managed 12 interns on data labeling and prompt engineering to optimize model performances

Berlin, Germany

- Developed a NER (Named Entity Recognition) model for Chinese company names using spaCy and Python- Created a larger dataset for the NER model using Prodigy and Azure, as well as web scraping packages- Utilized WanDB's sweeping function to hyper-tune the model and maximize its performance reaching close to 70% accuracy- Explored alternative models for.

Genoa, Liguria, Italy

- Learned to use Rulex software for data analysis and machine learning- Gained in-depth knowledge about the utility of Rulex for business analysis and trend prediction.- Utilized Rulex to analyze the correlation between a country's social and political status to its Olympic performance

Seattle, Washington, United States

- Worked with a small team of three and an experienced mentor to build a web app that enables users to donate to charities worldwide using cryptocurrency.- Gained in-depth knowledge about web development and Angular framework through the project.- Learned how to apply REST API to the backend MongoDB database to ensure seamless data communication between.

Bachelor'S Of Computer Science, Computer Science, Business Specialization, Minor In Philosophy

Activities and Societies: WatAI TPM MIT-PITT-RW Member MathSoc Web Developer With more than 42000+ students attending annually, Waterloo.

Bachelor'S Of Business Administration, Business Administration (Dropped Out)

Activities and Societies: Laurier FinTech Program Coordinator

High School Diploma

Activities and Societies: Tech Team Leader Varsity Basketball Superphysics Student Chess Club Member National Honor Society Member I.

Ib Diploma Programme, 40/45

Completed the IB programme with Math AA HL, Physics HL, Economics HL, Computer Science SL, English A Lang & Lit SL, and Italian B SL.