Hi! It’s Ivan.
I help business leaders take data-driven decisions, automate processes, and improve the efficiency of their workforce using advanced analytics and machine learning.
On this web site you can read about some recent projects that I have worked on.
Feel free to contact me if you would like to learn more.
Portfolio
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Platform for Live Human Oversight of AI Systems
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Project Summary: API platform that enables human-in-the-loop (HITL) machine learning workflows. The platform is used by data scientists to connect their production AI models to a human workforce that can verify the outputs of the models in real-time. The platform provides work to refugees and people from conflict affected countries. As the CTO, I was responsible for the product management and technical implementation of the solution.
Project Duration: 7 months
Team Size: 8 team members, 1 data scientist
Industry: IT
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AI Powered Platform for Developing Students' Potential
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Project Summary: Software platform that helps 40,000 students in the USA to discover and unleash their potential. The platform is using artificial intelligence to help students explore their potential and guide them in developing it. I was the technical lead of the data science team.
Project Duration: 9 months
Team Size: 30 team members, 5 data scientists
Industry: Education
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Predictive Maintenance of Cryopumps
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Project Summary: Machine learning system for early warning of failing industrial pumps helping to reduce unscheduled downtime of semiconductor manufacturing processes.
Project Duration: 10 months
Team Size: 11 team members, 4 data scientists
Industry: Manufacturing
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Prescriptive Analytics for Large Scale Retail
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Project Summary: A platform for prescriptive analytics based on transaction data for large retail stores. The platform provides multiple machine learning features, such as, demand forecasting, hidden demand analysis, clustering, and anomaly detection.
Project Duration: 6 months
Team Size: 5 team members, 2 data scientists
Industry: Retail
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Sales Analytics for Increased Conversion Rate of Leads
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Project Summary: Developed a lead insights dashboard to help sales representatives work more efficiently and increase the conversion rate of their leads. The dashboard combined data from diverse data sources and provided insights by machine learning models.
Project Duration: 2 years and 2 months
Team Size: 1 team member
Industry: IT
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Google Cloud Platform Based Analytics for Proving ROI in Retail
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Project Summary: Consulted a US retail startup on utilizing data from A/B tests, building ETL pipelines and developing dashboards for proving the ROI from their products to their customers.
Project Duration: 5 months
Team Size: 1 team member
Industry: Retail
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Recommendation Engine for Mattress Selection
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Project Summary: Built a machine learning recommendation engine for helping people select their most suitable mattress. I was leading the team responsible for developing the machine learning part of the solution.
Project Duration: 3 months
Team Size: 10 team members, 2 data scientists
Industry: Retail