Retail and Consumer Goods / AI for Internal Optimization and Consumer Engagement

Major Retailer (2025) – AI Categorization for a Retailer’s Legal Office

Automatically retrieves new laws and regulations (e.g., Eurolex, Official Gazette) and categorizes them based on relevance to the retail industry, significantly reducing manual analysis efforts.

• Technologies: Vertex AI, Gemini

• Results: 60% reduction in legal analysis time.

Major Retailer (2024) – Demand Forecasting for Retailer Promotional Campaigns

Predicts optimal stock levels during marketing campaigns to reduce waste and maximize sales, improving supply chain efficiency.

• Technologies: Google BigQuery ML (BQML), Vertex AI

• Results: Increased stock forecasting accuracy by 20%, reduced overstocking costs.

Major Retailer (2024) – Generative AI for Internal Workflows and Consumer Engagement

Launched five AI streams on Google Cloud (Gemini) to enhance internal operations, including legal team workflows and consumer engagement. Generative AI was also utilized to assist in inventory management and customer service improvements.

• Technologies: Google Cloud (Gemini)

Luxury and Fashion / AI for Global Campaigns and Product Development

International Luxury Company (2024) – Generative AI & Translations for Global Marketing Campaigns

Utilized Google Cloud’s Vertex AI for generative AI models to support global marketing efforts. This included AI-powered translations, enabling seamless multilingual campaigns across different regions.

• Technologies: Vertex AI, Generative AI

Luxury Jewelry Brand (2024) – AI for Jewelry Design and Cataloging

Leveraged generative AI to assist in modifying existing jewelry designs and generating new sketches. Additionally, AI was used for cataloging 20 years’ worth of design sketches, improving organization and accessibility.

• Technologies: Vertex AI, AutoML

Manufacturing and Industrial Applications / AI for Quality Control and Sales Optimization

Industrial Manufacturer (2024) – AI for Commercial Offer Ranking and Generation

Implemented data science and generative AI models to rank and generate commercial offers, streamlining the company’s sales and offer management processes.

• Technologies: Generative AI, Data Science Models

Industrial Manufacturer (2024) – Visual Inspection on an Assembly Line

Developed an AI-based visual inspection system to identify faulty cable connections or missing components at the end of the production line, improving product quality and reducing defects.

• Technologies: YOLO, Vertex AI

• Results: 30% reduction in assembly errors, improved final product quality.

Healthcare and Sports Analytics / AI for Risk Mitigation and Compliance

Healthcare Tech Company (2024) – AI for Spillage Detection in Lab Samples

• Developed a system using Google Cloud’s Vertex AI to detect spillage in test tube samples within video footage, improving safety and operational efficiency in laboratory environments.

• Technologies: Vertex AI, Cloud Vision, Object detection, Cloud Run, Streamlit, Python

Sports Club (2024) – Injury Prevention App for Professional Football Players

Designed a predictive model using Google Cloud and Vertex AI to forecast injury risks for athletes (soccer player) based on biomedical data. This model enhanced the club’s ability to monitor player health and prevent injuries before they occurred.

• Technologies: Vertex AI, AutoML, Looker (external team)

• Results: 25% reduction in preventable injuries.

Sports Event Organizer (2024) – AI for Brand Recognition in Sports Events

Developed an AI model to categorize and recognize running shoe brands worn by athletes during sports events, allowing better tracking of brand exposure for sponsorship analytics.

Technologies: YOLO, Gemini

Results: Automated identification with 95% accuracy, increased value for sponsors.

Media and Entertainment / AI for Talent Matching and Content Moderation

Media Platform (2024) – AI for Talent Matching and Content Moderation

Built a platform that matches clients with actors and entertainment professionals through an online showcase. Additionally, implemented machine learning models to enhance content moderation, ensuring a safer and more efficient user experience.

Technologies: Machine Learning, AI Content Moderation

Customer Support and Travel / AI for Chatbot Automation and Virtual Assistance

Various Clients (2024) – AI-powered Chatbots and Advanced Search Solutions

Developed AI-powered chatbots and search engines for various applications, including:

• Customer Support: Intelligent chatbots for 24/7 automated assistance.

• New Employee Support: AI-driven FAQ management and onboarding.

• Travel Planning: Advanced virtual assistants for personalized travel experiences.

Technologies: Vertex AI, Conversational Agents

Results: 40% reduction in response times, increased user satisfaction.

Pre 2024 Projects

Falck Renewables (Pre-2024) – Predictive Maintenance for Wind Turbines

Developed a machine learning system on AWS to predict maintenance needs for a wind farm consisting of 50 wind turbines. The project improved operational efficiency and reduced downtime by predicting potential failures before they occurred.

Technologies: AWS, Predictive Maintenance AI

Automotive Company (Pre-2024) – ML Engineering for Data Science Team

Designed machine learning pipelines to support a team of 30 data scientists, improving their ability to deploy models and manage data workflows efficiently.

Technologies: Machine Learning, Data Pipelines

Postal Services Company (Pre-2024) – Hierarchical Cash Flow Forecasting

Developed a predictive model for hierarchical cash flow forecasting, improving financial planning and resource allocation processes.

Technologies: Predictive Analytics, Data Science Models