User:PS
Linux Admin. Projects: • Recommendations using SPARKS: Used PySparks on Amazon AWS for movie recommedations. • Analysis of Stock Market: Used IPython (Python, NumPy, Pandas, Matplotlib) and SQL Lite to gather stock price data from the past 30 years. Computed techinical indicators like moving averages. • Machine Learning: Used IPython and Sci-kit to analyze data with machine learning algorithms. • MIPS interpreter: Used C on Linux to implement parsing and execution of a MIPS assemly program. • Parallel Optimization: Matrix Multiplication using C, OpenMP multi-threading and Intel's SSE intrinsics(Streaming SIMD extensions). • Graph Algorithms: Implemented Kruskal's miminum spanning tree algorithm for graphs in Java • Network Game AI: Implemented game tree algorithm for programmed AI to follow in Java to play a game called Network against other AI or a human player. • Java GUI: Implemented User interface for Stock market price data loading from Yahoo and displaying using Java , Swing, JTable and JDBC. • Statistical Analysis of Data using R: Used R doing analysis of disease and and symptom data to fit data models and plot histograms, and box plots. • Textual Analysis and Entity Resolution: Used IPython(Python, NumPy, Pandas, Matplotlib) to compare by and tokens and match record of book catalogs from Amazon and Google. • Game Strategy: Implemented search,heuristics and learing algorithms in Python for Pacman game.