Albert Chen
Philadelphia,PA
Overview
5
5
years of professional experience
Work History
Data Analyst
Cheng Lab
05.2024 - Current
- Company Overview: Ophthalmology at Perelman School of Medicine, Philadelphia, PA
- Preprocessed and performed quality control on single-cell RNA-seq data of retinal cells; developed machine learning models (e.g., random forest) to classify cell types based on transcriptomes
- Integrated single-cell RNA-seq with spatial transcriptomics to analyze cancer and glaucoma for diagnostics
- Ophthalmology at Perelman School of Medicine, Philadelphia, PA
Data Engineer
LINKSciences
07.2024 - 08.2024
- Generated vectorized database with content embeddings scraped from the University of Hawaii Cancer Center website
- Developed a Retrieval-Augmented Generation (RAG) chatbot for patients to access website content via natural language
- Visualized embeddings using PCA and Plotly to create interactive 3D plot to analyze content clusters
Junior Analyst
Wharton Analytics Fellows
09.2023 - 12.2023
- Company Overview: IKEA, Philadelphia, PA
- Developed machine learning models to segment IKEA's customers and identify key factors driving conversion
- Devised recommendations from model insights to optimize shopping experience and drive online sales growth
- IKEA, Philadelphia, PA
Research Assistant
Rajapakse Lab
04.2020 - 06.2023
- Company Overview: Radiology at Perelman School of Medicine, Philadelphia, PA
- Performed literature review and data generation for CT & MRI spine segmentation machine learning models
- Developed end-to-end pipeline to display volumetric medical scans in augmented reality for diagnosis and intervention
- Radiology at Perelman School of Medicine, Philadelphia, PA
Founder & Volunteer
SquashSmarts Club
12.2019 - 08.2023
- Company Overview: An organization in North Philadelphia that provides long-term educational and athletic enrichment for underserved youth
- Founded club to connect volunteer squash coaches and tutors with SquashSmarts
- Organized regular carpools to Philadelphia, accumulating over 250 service hours and 200 students served
- An organization in North Philadelphia that provides long-term educational and athletic enrichment for underserved youth
Timeline
Data Engineer
LINKSciences
07.2024 - 08.2024
Data Analyst
Cheng Lab
05.2024 - Current
Junior Analyst
Wharton Analytics Fellows
09.2023 - 12.2023
Research Assistant
Rajapakse Lab
04.2020 - 06.2023
Founder & Volunteer
SquashSmarts Club
12.2019 - 08.2023