Banner Image

Skills

  • Data Mining
  • Machine Learning
  • Cluster Analysis
  • Computer Vision
  • Data Science
  • MATLAB
  • NLP
  • Pattern Recognition
  • Predictive Modeling
  • Python
  • R
  • Time Series

Services

  • Data Scientist

    $35/hr Starting at $300 Ongoing

    Dedicated Resource

    Data scientist with extensive programming and academic experience, interested in data mining using machine learning and other AI techniques. I've studied machine learning and data analysis online courses...

    Cluster AnalysisComputer VisionData MiningData ScienceMachine Learning

About

Data scientist with strong programming skills.

I am a data scientist with extensive programming (15+ years) and academic experience, interested in data mining and machine learning. For programming I mostly use python and its scientific libraries: numpy, scipy, sklearn, pandas, nltk etc. Also, I use R language inside R-studio for visualizations and reporting and C/C++ for speed.

I've studied machine learning and data mining online courses from Stanford, Caltech, MIT, etc.
I've worked on practical machine learning projects from Kaggle (with a score in the top 10% of involved data scientists) and as an independent contractor. I recommended the missing links in a social network, predicted the salary of job ad based on its contents, auction price, built a web pages classifier, made sentiment analysis on movie reviews. As a contractor, I predicted user's profile from the click stream for advertisement targeting, age and diseases from biometric data, made cluster analysis of job postings, classified and summarized news articles, etc.

Specialties: data mining, machine learning, natural language processing
Primary languages: C, python, R
Secondary: perl, bash, Matlab, C++11
Experience: FreeBSD, linux; AWS; mySQL; Berkeley DB, Redis; numpy, scipy, sklearn, Hadoop, MapReduce
Algorithms: general, machine learning, AI

Attachments (Click to Preview)