Resume
Basics
Name | Gabriel Zhang |
yuanzzhang3@gmail.com |
Education
-
Sep 2023 - Dec 2024 Evanston, IL
Master's degree
Northwestern University
Machine Learning and Data Science
- Foundation Models
- Natural Language Processing (NLP)
- Deep Learning
- Predictive Analytics
- Cloud Engineering
- Data Mining
-
Aug 2019 - Jun 2023 Irvine, CA
Bachelor's degree
University of California, Irvine
Data Science
- Machine Learning
- Big Data Analytics
- Probability and Statistics
- Algorithms
- Information Retrieval
Work
-
Jul 2024 - Sep 2024 Waltham, MA
Data Science Engineer Intern
SS&C Intralinks
- Engineered a language-identification POC to boost OCR accuracy for multilingual text in images
- Evaluated 30 vision-language models based on accuracy, processing latency, and memory efficiency on AWS EC2
- Built efficient Python pipelines for text-rich image detection and CLIP-based language identification, achieving 99% top-1 accuracy at 0.15s/document latency
- Projected $300K annual cost savings by reducing dependency on third-party OCR APIs
-
Jul 2021 - Aug 2021 Shanghai, China
Data Analyst Intern
Shanghai Daiqian Information Technology Co., Ltd.
- Developed a feedback tracking system to streamline feedback collection with automated reminders using YiDA (Alibaba Cloud), reducing collection time by 65% and expanding testing capacity by 50%
- Conducted customer segmentation and product performance analysis to enhance customer experience, designing 20+ data visualizations using R and ggplot2
Projects
Awards
- 2023
Cum Laude
University of California, Irvine
- 2023
Skills
Machine Learning & AI | |
LLM [Hugging Face Transformers, LangChain, OpenAI API] | |
NLP [NLTK, Sentence Transformers, BERTopic, SpaCy] | |
DL/ML [PyTorch, TensorFlow, Keras, Scikit-learn, XGBoost, Statsmodels, MLflow] | |
Core [Pandas, NumPy, OpenCV] |
Data Platforms | |
Spark | |
Databricks | |
Hadoop | |
Pinecone | |
BigQuery | |
MongoDB | |
Neo4j | |
Cassandra | |
PostgreSQL |
AWS Services | |
SageMaker | |
EC2 | |
ECS | |
S3 | |
RDS | |
Lambda | |
SQS |
MLOps | |
Docker | |
Git | |
GitHub Actions | |
CI/CD | |
Linux | |
Unit Testing | |
Flask | |
REST API |
Data Visualization | |
Tableau | |
Excel | |
Seaborn | |
Matplotlib | |
ggplot2 |
Volunteer
-
Jun 2022 - Oct 2023 Software Developer
Irvine Canaan Christian Community Church
Architected a secure children's check-in/out system via barcode verification