# Haozhe Zhang

> Software Engineer, Machine Learning @ Kinetic | CS @ UC Berkeley

Location: Berkeley, California, United States
Profile: https://flows.cv/haozhe

## Work Experience
### Software Engineer II, Machine Learning @ Kinetic
Jan 2024 – Present | Santa Ana, California, United States

### Software Engineer, Machine Learning @ Kinetic
Jan 2024 – Jan 2024 | Santa Ana, California, United States

### Software Engineer Intern @ Intuit
Jan 2022 – Jan 2022 | Mountain View, California, United States
•	Researched academic papers and communicated with 3 product security teams to integrated Machine Learning into existing monitoring and logging against SSH brute-force attack abuse case.
•	Designed 3 ML-based detection algorithms using LASSO regressor and Decision Tree Classifier. 
•	Reduced false positive alerts by 70+% and provided coverage for 6 additional API endpoints. 
•	Monitored AWS logs over 3 weeks through Splunk Enterprise Security and ML Toolkit, identified 
5 individual and 10+ distributed attacker suspects.

### Student Researcher @ Argo AI
Jan 2022 – Jan 2022
•	Extracted 500+ MB data from OpenStreetMap for 5 US cities, and used handler to generate relational table (.csv) 40,000+ streets from JSON format, with 100+ key-value pairs as features. 
•	Explored various ML models to predict pedestrian density on streets across 5 cities, achieved validation accuracy as high as 95% (87% when city-blind) with Random Forest Regressor.


## Education
### Undergraduate in Computer Science, Economics, Data Science
University of California, Berkeley


## Contact & Social
- LinkedIn: https://linkedin.com/in/haozhe-zhang-053843212

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Source: https://flows.cv/haozhe
JSON Resume: https://flows.cv/haozhe/resume.json
Last updated: 2026-04-10