Chao Di
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Chao Di Email & Phone Number

Sr Data Scientist and Engineer at Children's National Hospital
Location: Philadelphia, Pennsylvania, United States 5 work roles 2 schools
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Role
Sr Data Scientist and Engineer
Location
Philadelphia, Pennsylvania, United States
Company size

Who is Chao Di? Overview

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Chao Di is listed as Sr Data Scientist and Engineer at Children's National Hospital, a company with 583 employees, based in Philadelphia, Pennsylvania, United States. AeroLeads shows a matched LinkedIn profile for Chao Di.

Chao Di previously worked as Sr Computational Biology Scientist at Spark Therapeutics, Inc. and Bioinformatics Scientist II at Children'S Hospital Of Philadelphia. Chao Di holds Doctor Of Philosophy (Phd), Bioinformatics from China Agricultural University.

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Children's National Hospital

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Profile bio

About Chao Di

As a Senior Data Scientist in Bioinformatics with over 15 years of experience, I specialize in developing advanced bioinformatics methods and analyzing multi-omics data, including genomics, epigenomics, transcriptomics, proteomics, and metagenomics. I have extensive expertise in processing both short-read (Illumina) and long-read sequencing data (PacBio, ONT), applying techniques such as WGS, CLIP-seq, ATAC-seq, RNA-seq, and single-cell RNA-seq (scRNA-seq) to a wide array of biological challenges.Throughout my career, I have collaborated with multidisciplinary teams, including bench scientists, clinicians, and data engineers, to analyze complex datasets related to genetic diseases, immune disorders, and oncology. My collaborative efforts have led to the successful integration of bioinformatics workflows, providing critical insights that have shaped therapeutic strategies and driven impactful research outcomes.I am proficient in building robust bioinformatics pipelines, leveraging my strong foundation in machine learning, deep learning, and the application of large language models. My technical expertise includes workflow languages like Snakemake and Nextflow, coupled with extensive experience in AWS and high-performance computing (HPC) environments, as well as proficiency with Conda and Docker for package management and scalability.Driven by a deep understanding of biochemical mechanisms underlying diseases, I have contributed to numerous research projects and publications aimed at advancing the field of bioinformatics. My work reflects a commitment to improving our understanding of complex biological systems and advancing solutions for disease treatment through cutting-edge bioinformatics techniques. I remain dedicated to continuous learning and innovation, staying at the forefront of the evolving bioinformatics landscape.

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Children's National Hospital
Children'S National Hospital
Sr Data Scientist and Engineer
Philadelphia, PA, US
Website
Employees
583
AeroLeads page
5 roles

Chao Di work experience

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Sr Computational Biology Scientist

Current

United States

  • Designed and developed an internal AAV vector integration analysis platform that enabled the evaluation of insertion risks in gene therapy programs, significantly reducing costs and processing time compared to.
  • Optimized single-nucleus RNA-seq data analysis process for rare cell type profiling and target discovery, significantly increased the retinal ganglion cell (RGC) detection rate from 1% to 6%.
  • Managed CRO for spatial profiling of NHP liver samples transfected with gene therapy products using Nanostring CosMx™, ensuring data transfer, quality assurance, and timely delivery. Provided guidance on data analysis.
  • Developed a PacBio long-read sequencing data analysis pipeline using Snakemake and Nextflow for AAV vector characterization, enabling the characterization of AAV vectors for preclinical and clinical research.
Jun 2022 - Present

Bioinformatics Scientist Ii

Philadelphia, Pennsylvania, United States

  • Studied T cell exhaustion mechanisms in primary immunodeficiency diseases using CyTOF, Olink, and scRNA-seq, providing insights into immune dysregulation.
  • Investigated nutrient and metabolite deprivation effects on CD8 T cell function through Polysome Profiling, advancing understanding of metabolic influences on immune responses.
  • Examined the impact of NSAIDs on gut microbiota and C. difficile infection severity using 16S rRNA sequencing and metagenomics analysis, identifying potential therapeutic targets.
Sep 2020 - Jun 2022

Research Associate

  • Developed bioinformatics pipelines for nascent RNA 4sU-seq and EU-seq, ChIP-seq and XLIP-seq to investigate novel RNA processing mechanisms and their impact on genome-wide gene expression regulation.
  • Created methods to identify abnormal transcriptional events (alternative polyadenylation, trans-splicing, and 3' UTR shortening), uncovering potential therapeutic targets in cancers and neurodegenerative diseases.
  • Mapped RNA-protein complexes genome-wide using cross-linking IP with RNA-seq (XLIP-seq) and mass spectrometry, providing insights into post-transcriptional regulation and protein interactions.
Feb 2015 - Sep 2020

Postdoc Fellow

  • Integrated >600 genomic and epigenomic NGS datasets (RNA-seq, miRNA-seq, DNase-seq, CHIP-seq, BS-seq) with evolutionary and biophysical scores to train a Random Forest ML model. Identified 10 features that classify.
  • Identified and characterized stress-responsive long non-coding RNAs (lncRNAs) by integrating expression, epigenetic, and structural data (164 datasets), uncovering novel regulatory mechanisms and targets for stress.
  • Built 'CLIPdb' by analyzing and integrating >400 RNA-binding protein CLIP-seq datasets, creating a comprehensive resource for RNA-protein interaction research.
  • Characterized cancer, testis-specific, and neuronal lncRNAs using expression, clustering, conservation, and pathway analyses, elucidating lncRNA roles in health and disease.
Jul 2011 - Dec 2014
Team & coworkers

Colleagues at Children's National Hospital

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2 education records

Chao Di education

Doctor Of Philosophy (Phd), Bioinformatics

• Conducted cDNA microarray analyses to discover and characterize the JAZ gene family, providing insights into plant adaptation to.

Visiting Student

Analyzed the evolutionary and expression profiles of the PHB gene family across species, revealing insights into their functional.

FAQ

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Quick answers generated from the profile data available on this page.

What company does Chao Di work for?

Chao Di works for Children's National Hospital.

What is Chao Di's role at Children's National Hospital?

Chao Di is listed as Sr Data Scientist and Engineer at Children's National Hospital.

Where is Chao Di based?

Chao Di is based in Philadelphia, Pennsylvania, United States while working with Children's National Hospital.

What companies has Chao Di worked for?

Chao Di has worked for Children'S National Hospital, Spark Therapeutics, Inc., Children'S Hospital Of Philadelphia, University Of Pennsylvania, and Tsinghua University.

Who are Chao Di's colleagues at Children's National Hospital?

Chao Di's colleagues at Children's National Hospital include Caitlyn C. Dill, Pharmd, Rph, Alfredo Lopez-De-Leon, Brian Cucura, Satya Patel, and Amanda Karunaratne.

How can I contact Chao Di?

You can use AeroLeads to view verified contact signals for Chao Di at Children's National Hospital, including work email, phone, and LinkedIn data when available.

What schools did Chao Di attend?

Chao Di holds Doctor Of Philosophy (Phd), Bioinformatics from China Agricultural University.

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