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Our mission is to unlock the potential of human creativity—by giving a million creative artists the opportunity to live off their art and billions of fans the opportunity to enjoy and be inspired by it.
 
Spotify transformed music listening forever when it launched in Sweden in 2008. Discover, manage and share over 70m tracks for free, or upgrade to Spotify Premium to access exclusive features including offline mode, improved sound quality, and an ad-free music listening experience. 

Today, Spotify is the most popular global audio streaming service with 365m users, including 165m subscribers across 178 markets. We are the largest driver of revenue to the music business today.

We grow and develop and make wonderful things happen together every day. It doesn't matter who you are, where you come from, what you look like, or what music you love. Join the band!

Applied Analytics Solutions (Quant Team)
• Carried out research and development of a tool that recognizes film entities in podcast audio via fuzzy matching and supervised learning, resulting in publication. (KDD18 Workshop)
• Designed and implemented a multi-modal deep learning model to predict the movie ratings from trailers using multiple modalities: visual, audio and viewership history.

In 2018 the company recorded annual revenues of $0.03B, and a net loss of $0B.

Portfolio of media network and sports channel

Quantitative Analytics Team
• Developed a Facebook engagement analysis tool using random forest regression model to predict upcoming film ticket purchases for Facebook and Instagram campaigns, to decide which campaigns to stop or continue in order to optimize campaign performance. 
• Performed partial topic modeling on podcast data using detected film entities as initial topics to extract latent topics talked in the podcasts.

Apollo Global Management

J P Morgan

MUFG Union Bank

Bank of America

Comerica

Fifth Third Bancorp

SunTrust Bank

SoftBank Capital

Waddell & Reed

Breyer Capital

Accel

Tomorrow Ventures

Morgan Stanley

Thiel Capital

Goldman Sachs

Royal Bank of Canada

Orange Sky Golden Harvest

Columbia Capital

Abry

Falcon Investment Advisors

AID Partners

ACl Fund

Legendary Entertainment is a producer & distributor of films & TV shows. Produced content such as Godzilla, Jurassic World, Mamma Mia, Skyscraper, Due Date, Ninja Assassin, The Hangover, Colony, etc. Claims that its associated productions have grossed over $12B at the box office globally, as of Oct 2018.

Producer & distributor of films & TV shows

Teaching assistant for Machine Learning  CS6140 / DS5220
• Prepared and presented case studies on feature engineering, model construction and analysis implemented with R.
• Helped with office hours and grading.

Founded in 1898, Northeastern is a global research university with a distinctive, experience-driven  approach to education and discovery. The university is a leader in experiential learning, powered by the world’s most far-reaching cooperative education program. We integrate classroom study with opportunities for professional work, research, service, and global learning in more than 100 countries. The same spirit of collaboration guides a use-inspired research enterprise focused on solving global challenges in health, security, and sustainability. Northeastern offers a comprehensive array of undergraduate and graduate programs leading to degrees through the doctorate in nine colleges and schools, and select graduate programs at campuses in Boston, Charlotte, N.C., San Francisco Bay Area, Seattle, and Toronto. Campuses in Burlington, MA, and Nahant, MA, are home to research institutes for homeland security and coastal sustainability, respectively.

Integrated Manufacturing Systems (MS 402)

Data Science and Big Data Group
• Designed an anomaly detection system to capture car accident on a real-world data provided by the city sensors in Istanbul.
• Built a data-pipeline for detecting influential users and social communities on Twitter user network, specific to client's target.
• Developed various proof of concepts by applying text modeling, association rule mining (on time series) and event detection using Python (Scikit-Learn), and Matlab.

Design Development & Project Management Intern
•	Assisted in Avionics Department Wireless IFE project which is designed for Wi-Fi access in flight.
•	Participated at the fixed price project of Component Shops Directorate including price analysis, statistical modeling and forecasting that are used for repairing and testing operations.

Defence Application Department
•	Served in the design and manufacturing process of the mobile robot used in bomb detection and dangerous disposing operations
•	Forecasted the life cycles of products designed, in order to be analysed for costing operations.

Department of Research and Development
•	Cooperated in the design and the manufacturing processes of first domestic Turkish tram
•	Concentrated on the general requirements for universal quality standards; ISO, PLC, FEM analysis, RAMS etc.