Mustafa Kuş

As an accomplished AWS Partner Company Machine Learning Engineer, I have led transformative projects in the FinTech and Telco sectors across the Asian Pacific Region. My expertise in Amazon SageMaker, AWS Glue, and AWS Data Catalog has empowered clients to unlock their data's full potential, driving innovation, efficiency, and success. My dedication to excellence has made me a trailblazer in the realm of machine learning and artificial intelligence.

As a visionary Data Scientist, you've revolutionized Adrank algorithms for Sponsored Brands and Sponsored Products using Python and BigQuery. Your innovations have elevated brand visibility and ROI, earning admiration from peers and clients alike. Your mastery of these tools has reshaped the advertising landscape, solidifying your position as a trailblazer in data science and digital marketing.

• Designed and developed an Augmented Analytics app with natural language support.
• Created an Analytics ETL framework utilizing coded algorithms to process input data and populate warehouse tables.
• Developed various apps for time series, correlation, clustering, automated insights, and chatbot functionalities.
• Implemented an MLOps Framework (Kubeflow) for efficient analytics processes.
• Contributed to NLP processes to enable chatbots to handle free text and context-free grammars.
• Utilized Python for development.
• Collaborated with customers in the Asia-Pacific region, including Telcos, Banks, Retail, and Airline companies, on specialized analytics projects.
• Rapidly prototyped machine learning applications to assess application viability.

• Developed an online call classification app for a call center using Keras, Pandas, Numpy, and Flask.
• Created Business Intelligence apps and data warehouses for Turkey’s largest hospitals.
• Built End-to-End ETL systems with Oracle ODI and custom Java code.
• Designed and implemented a Java-based report generator app.
• Developed custom web-based dashboards for high-level management of the hospitals.
• Utilized Java, C#, and JavaScript for development.
• Employed OBIEE, PowerBI, and ODI as essential tools.
• Authored project proposals for TUBITAK, securing financial support for AI in Healthcare initiatives.

• Spearheaded the development of cutting-edge data warehouse and business intelligence systems for the company, leveraging advanced tools including OBIEE, Tableau, and ODI.
• Led transformative ERP developments using Oracle Forms, Oracle ADF, and Oracle Reports, resulting in streamlined and efficient business processes.
• Demonstrated proficiency in multiple programming languages, including PL-SQL, SQL, T-SQL, Java, and C#, to deliver exceptional solutions and optimize development processes.

• Led multi-disciplinary team to optimize Coca-Cola shelf space in local supermarkets, leveraging cutting-edge techniques like lasso regression and knapsack algorithms. Successfully executed the project, supported and funded by TUBİTAK, encompassing literature searches, machine learning, and optimization, resulting in a top award at Bilkent University Industrial Engineering Project Fair.

• Contributed to pioneering project group developing a groundbreaking pre-employment screening test, a novel concept in Turkey. Played a key role in data analysis, executing reliability and factor analyses to ensure the test's robustness and accuracy.

• Served as a proactive Production Planning Intern, mastering market demand forecasting and optimizing production schedules accordingly.