Gil Lu

Brooklyn, NY 11220
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Education
CUNY Baruch
M.S. Information Systems, Data Analytics
CUNY Brooklyn
B.S. Computer Science, Data Science Minor
Experience
Data Analytics Intern
NYC Aging, Social Service Agency
  • Analyzed and validated program datasets across 11 service categories using SQL and Tableau, identifying data quality gaps and ensuring integrity on services reaching over 200,000 older New Yorkers annually
  • Built Tableau dashboards consolidating program performance metrics for leadership, enabling data-driven decision-making across divisions
  • Designed centralized data request tracking interface, streamlining the intake-to-delivery pipeline and improving turnaround visibility for both internal analysts and external agency stakeholders
Software Engineer Intern
MetaBronx, Startup Accelerator
  • Supported backend development using Python to streamline internal data collection workflows, reducing manual processing steps for the accelerator’s outreach
  • Built and tested front-end UI components and REST API endpoints for the organization’s web platform, supporting program operations
Projects
Customer Churn Analysis and Prediction Telecommunications Analytics
  • Engineered an end-to-end churn prediction pipeline on 7,000+ customer records using Python (pandas, scikit-learn, PyTorch), performing EDA, feature engineering, survival modeling, and customer segmentation to isolate key retention drivers
  • Trained and benchmarked 7 ML models (Ensemble, XGBoost, Neural Networks), achieving 86.9% accuracy; generated 40+ visualizations and designed A/B testing frameworks to quantify projected churn reduction
License Plate Recognition System Computer Vision Platform
  • Built a Flask-based detection platform combining YOLOv5 object detection with Tesseract OCR, processing vehicle imagery for automated license plate recognition and structured data extraction
  • Developed an end-to-end data pipeline with image preprocessing, CUDA-accelerated inference, and a metrics suite integrated with Power BI and Tableau for model performance analysis
Bertram AI Email/Inbox Management Platform
  • Developed a full-stack email client with unified Gmail and Outlook sync, Google OAuth 2.0 authentication, and a Next.js/TypeScript frontend backed by a FastAPI REST API and PostgreSQL
  • Integrated LLM APIs to power automated summarization, reply drafting, priority classification, and inbox organization; built meeting scheduling workflows and threaded conversation views
Technical Skills & Certifications
Languages Python, SQL, R, JavaScript, TypeScript, Java Libraries Pandas, NumPy, Matplotlib, Seaborn, Scikit-learn, SciPy, TensorFlow, PyTorch Data & Analytics Tableau, Tableau Prep, Power BI, Excel, SSMS, BigQuery, OpenCV, Tesseract OCR, CUDA Databases PostgreSQL, MySQL, AWS Aurora, MongoDB, Supabase, Neo4j, BigQuery Dev & Cloud Git, Docker, AWS (EC2, EMR, Lambda), Flask, FastAPI, HTML/CSS