BS, Computer Science. National University of Computer and Emerging Sciences Islamabad.
My Expert Service
Implementation of modern machine learning algorithms using [Python, NumPy, Pandas, MatplotLib]
Naive Bayes for spam filtering
Decision Trees and Random Forrests
Linear Regression , Logistic Regression , SVM , Perceptron
Gradient Decent , Stocastic Gradient Decent
OTTO Product Classification Challenge Kaggle[Python, Machine Learning, Numpy]
Participated in OTTO product classification challenge as a semester Project for Data Mining course. Got really good results as being the student at that time. The Implementation techniques used were:
Multi-Class Logistic Regression
I got the log loss of 0.50 as the winner had log-loss of 0.38
Jobs Trend Analysis [Asp.Net, C#, Oracle 11g , MVC, CanvasJS, Bootstrap, Jquery , Ajax , EMF, Linq]
Designed Web crawler to extract jobs and applied data mining techniques to make user specific job suggestions and find current trends.
Election Management System [Java, Swing, JFreeCharts, UML, Hibernate]
Object Oriented Analysis and design of election management system. Implementation of proposed design using Java, Swing and Oracle Database.
Monopoly [Java, Piccolo, Swing, OpenGL]
Development of client server based monopoly game as an Advanced Programming semester project using Piccolo, Swing and OpenGL for interface.
Parallel Port Data Transmitting [Assembly(x86)]
Data Transmission over the parallel port using Intel-8086 Assembly Language.
File Transfer Protocol [C, Socket Programming]
Designed and developed reliable file transfer protocol over UDP.
Student Management System [PHP, Oracle, ER-Modeling , Bootstrap, CSS , Jquery , AJAX , Jason]
Designed Student Management System as database project used PHP and oracle as a database.
Experience & Qualifications
Summary Of Qualifications
Conducted Web development workshop as an instructor.
Lab Instructor, Database Systems (Oracle , PHP)
Lab Instructor, Operating System (POSIX API)
Teaching Assistant, Computer Architecture (MIPS)
Teaching Assistant, Data Structure
Teaching Assistant, COAL (Computer Organization and Assembly Language x86)