Informatics Analyst Resume
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Atlanta, GA
SUMMARY
- Strong background of statistical model and quantitative analysis and 3 years of experience in Data Analysis
- Knowledgeable in machine learning techniques and algorithms and hands on modeling, e.g. Linear Regression, Logistic Regression, Decision Tree, Random Forest, Neural Networks, Support Vector Machine (SVM)
- Hands on analytical tools including SQL, Python, R and SAS
- Experience configuring using Hadoop ecosystem components like Hadoop Distributed File System (HDFS), MapReduce, Hive, YARN, Sqoop
TECHNICAL SKILLS
Software & Technical Skills: R, Python, Java, SQL, NoSQL, Tableau, SAS, Hadoop, Spark, Linux Statistical & Analytical Technique Statistical Modeling, Hypothesis Testing, Predictive Modeling, Linear Regression, Logistic Regression, GLM, ANOVA, Decision Tree, Random Forest, SVM, KNN
PROFESSIONAL EXPERIENCE
Informatics Analyst
Confidential, Atlanta, GA
Responsibilities:
- Built the cBioportal MySQL database wif Tomcat, Maven and Java
- Conducted exploratory analysis wif python pandas
- Developed scripts wif Python and Linux Shell in order to automate processes such as pullover data, merge data and import data
- Maintained and Deployment database
- Wif the database, Physician can intuitively check the patient’s data and do some query on the data
Bioinformatician
Confidential, Atlanta, GA
Responsibilities:
- Performed Whole Exome - Seq data analysis wif BWA, Samtool, Picard, GATK, VarScan and Freebyes for SNP calling and annotation. Wif R for data analysis and visualization.
- Performed RNA-Seq data analysis wif Star, Rsem, Hisat2 and Htseq-count for alignment and gene counting, Wif R for data analysis and visualization.
- Published 15 research articles wif 290+ citations in prestige journals including Cancer Cell and Nature Communications