Cem Mutlu

Istanbul Technical University

Bachelor of Science

GPA:2.5/4

Amazon

Hack & Craft

Architecting new solutions from the ground up

Working closely with the quality assurance teams and designers

Extend existing software solutions and infrastructure

Apsiyon

Lead a team of 5

Software design and development for a web based ERP tool

Modified existing Web Forms project to fix errors and improve Performance

Researched, designed, and implemented scalable new .NET Core project

Wrote maintainable and extensible code in a team enviroment

Implemented a unified authentication project that is used for all products

Pinnera

Provided leadership and mentoring to a team of 7 developers.

Designed and developed a real time messaging tool that is used in B2B projects.

Managed complete development lifecycle of several small-scaled projects.

Pinnera

Wrote a data mining library

Implemented ANN, Genetic Alg., Decision Tree L. and several Clustering Alg.

Designed and developed Pinnera Analyzer Windows Form Project.

Rapidly prototyped new capabilities to confirm feasibility

Developed a web based data mining tool for SMEs

Designed and developed a web ERP tool for factories

Modalite.net is an online clothing, shoes and accessories search engine that thousands of users visit each day. It indexes ecommerce websites and categorize each clothing product. Currently there are over 1.000.000 products indexed.

Subtitle sync is a Universal Windows App that syncronizes subtitles using first and last subtitle timing.

DTSharp is a .net decision tree learning library. It uses a specialized algorithm like ID3 and C4.5 to generate a decision tree. It has the capabilities of pruning (depth,data count,output probability) and using several split qualifiers (like GiniImpurity,InformationGain,Entropy), discrete and continious features, Iqueryble data sources and using Entity Framework as a data source (Transfers processing load to db).

DriveX is a simple and challenging drift & park game with its highly addictive gameplay and realistic car physics. I used Win2D for graphics and designed a custom engine for physics and collision detection.

In my graduation project of my bachelor degree in Electronics Engineering in Istanbul Technical University, i've focused on Pattern Classification using Decision tree learning and SOM Networks. To classify different patterns like Brodatz samples and ultrasound images, I used several features of image processing. I trained a decision tree and a SOM Network, then i compared their results to see if these features are suitable for this purpose or not. In conclution, DT has a average success rate of 88% while SOM Network has %76.

A .NET library for wave synthesis and filtering. It has several filters and effects that can be applied to generated waves. I used the notion of enumerators which allowed me to create demand-driven (lazy) execution of synthesis.

Clocked is a Tile based sandbox strategy game developed with XNA 4.0. In the game, players have to collect ores with their tank fleet and use it to improve their tanks. The goal of the game is reaching the center of map which is created randomly with procedural world generation algorithms.