We provide IT Staff Augmentation Services!

Graduate Student Resume

2.00/5 (Submit Your Rating)

Dallas, TX

Hire Now

SUMMARY:

Master’s degree of Data Science and Software Engineering, experience with data analytic and big data modeling, skillful with machine learning, data mining, Python, R and SAS, 7 years working experience, goal oriented professional

DATA SCIENCE SKILLS:

Machine Learning algorithm: Decision Tree, Random Forest, kNN, SVM, K - means, DBSCAN, Linear Regression, Logistic Regression, PCA, LDA

Data Science P ackages: Scikit-learn, Pandas, NumPy, nltk, spaCy, pattern3, WordNet

Programming: Python, SQL, R, JSON, XML, Java, C++

Tools: SAS, MySQL, SQL Server, Oracle, MongoDB, matlibplot, Excel

RESEARCH EXPERIENCE:

Confidential, Dallas, TX

Graduate Student

Responsibilities:

  • Apply unsupervised clustering machine learning method to detect BGP anomaly
  • Use over 7 million of raw data records and over 20,000 statistical data records for analysis
  • Detect anomaly successfully for the historical events with 0.82 silhouette score of DBSCAN
  • Use supervised and unsupervised machine learning methods to train and test data of 1094 Confidential high schools and predict possibility of college enrollment rate of high schools
  • Final optimized random forest model obtains 94% accuracy in probability of college enrollment prediction
  • Working with streaming data: Mining Twitter Data with Python and MongoDB
  • Build a sample service that accepts data from a Twitter stream and stores it locally in a MongoDB database
  • Use predictive regression models in SAS on Kobe’s shot attempts dataset to predict Kobe’s shot
  • Build regression models with statistical tools in SAS to predict housing prices
  • Obtain 0.9215 in adjust R2 with the final model
  • Conduct Topic modeling analysis for user reviews of IMDB action movies.
  • Use NLP topic modeling pipeline. Text scraping, text normalization, building up NMF model with tfidf feature extraction, finding out top topics with most weighted terms

Confidential

Product Support Engineer

Responsibilities:

  • Provide level 3 technical resolution services on escalated global support cases for telecom providers
  • Assist customers in collecting captured data for discovery and Root Cause Analysis
  • Conduct the sanity tests and software function and stress tests for the global customers

Hire Now
Report an issue

We'd love your feedback!

Privacy Policy
Resume Categories
Client Services
Job Seekers
Visa Sponsorship