Ulku Guneysu

About Ulku Guneysu

Data Scientist/Machine Learning Specialist with over 10 years of experience in engineering, software testing, data science, and project management. Adept in harnessing advanced data science, machine learning, and artificial intelligence technologies as well as leadership in managing cross-functional teams to deliver high-quality results that assist companies in solving complex business challenges.

Experience

1. Sr Technology Delivery Lead - Sr Data Scientist - Business Strategy Consultant

   Infosys Consulting

   Jul 2021 — Present

   Led the strategic development and implementation of AI/ML technologies across various industries•Directed cross-functional teams in the execution of data science projects, ensuring the operationalization of advanced analytical solutions•Oversaw end-to-end strategy formulation for data governance, fostering enhanced data-driven decision-making capabilities•Spearheaded the integration of machine learning models into business processes, translating complex data into actionable business insightsPROJECTSInternational Demand Forecasting Platform–Data Science Lead• Established an enterprise ML codebase using Microsoft Azure for a Fortune 500 Logistics Company, creating a robust international demand forecasting platform• Implemented Time Series Models, and integrated with MLFlow, streamlining the model deployment process for automation of retraining, tracking, and testing• Developed over 100 independent forecast models to accurately predict volume and package quantities across global shipping lanesETA Prediction API Development–Project Manager/Data Science Lead• Led the development of a delivery date and time window prediction model for a Fortune 500 Logistics Company, scoring 86% accuracy with up to 98% coverage around the US• Managed DS, DE, & API teams, employing Python, PySpark, and Java to build and productionalize a predictive API• Managed client expectations and communication, formulated project plan, identified, and mitigated risks, and oversaw a Scrum team• Delivered a low-cost new functionality expected to generate up to $1M monthly API call revenue while improving the customer experienceETA Prediction Business Roadmap–Business Implementation Lead• Directed an initiative for a Fortune 500 Railway Company to translate the POC model into business adoption, leading a team to deliver a comprehensive business value roadmap• Converted enhanced ETA predictions into business insights, fostering a significant annual revenue stream increase of up to $27M

Education

• Flatiron School

  Data Science

  2020 — 2021

• LaGuardia Community College

  The English Language Center Intensive English Program

  2014 — 2015

• Istanbul University

  Bachelor of Science - BS, Electrical and Electronics Engineering

  2007 — 2012

Skills

• Social Networking
• Team Leadership
• Project Planning
• Project Management
• Event Management
• Social Media
• Analysis
• Visual Studio
• Networking
• Marketing
• Marketing Communications
• Jasper Reports
• Research
• C
• C++
• Matlab
• Autocad
• Organizational Leadership
• Organization
• Html
• Xml
• Osi
• Rfid Applications
• Routing Protocols Like Rip
• Tcp/Ip Protocols
• Teamwork
• Sql