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Ticket Sales Prediction

In this case study, we developed a sophisticated ticket sales prediction system designed to evaluate the potential success of events using advanced data analytics. The system generates insights based on historical data, audience sentiment, and economic factors, providing actionable outputs.

Published: January 22, 2025
# Entertainment
# Data Science
# NLP
Attribute-based Mapping for Medical Terms

We have extensive experience in automating mappings between medical coding and classification systems by computationally processing their semantic meaning, which can be extracted using NLP methodology or explicitly available from the classification model. Our successful applications include mappings made from ICD-10-PCS, LOINC, and ICD-O-3 systems for OHDSI OMOP Standardized Vocabularies.

Published: January 16, 2025
# Healthcare
# Data Science
# Big Data
# NLP
From Fragmentation to Integration: Streamlining Financial Workflows with DevOps

The client works in the financial sector, helping businesses simplify reporting, budgeting, and forecasting. Their tools use real-time data and smart technology to create accurate reports, plan for the future, and test different scenarios. With features like multi-company and multi-currency support, easy-to-use dashboards, and seamless ERP integration, their solutions are flexible and scalable, making them ideal for businesses of all sizes looking to improve financial processes and support growth.

Published: January 15, 2025
# FinTech
# DevOps
Automated Lung Pathology Detection with an AI Chest X-Ray Tool

The client is a healthcare company focused on medical imaging and diagnostics, working to improve the diagnosis of lung diseases like tuberculosis and COVID-19. They wanted to create an AI-based algorithm that could detect abnormal changes in chest X-rays and automatically prioritize the most urgent cases. It helps to make the diagnostic process faster and more accurate by identifying abnormalities and highlighting critical cases. It reduces the workload for radiologists and pulmonologists by automating routine tasks, so they can focus on more complex cases. By solving issues like delayed diagnoses and heavy workloads, the solution ensures patients with serious conditions get quicker and more reliable care.

Published: November 28, 2024
# Healthcare
# Data Science
# Big Data
# AI / ML
# Computer Vision
# NLP
From Slow to Pro: How Automated Video Processing Optimized Efficiency and Slashed Costs

For a video processing platform handling high upload volumes, we developed an automated, scalable pipeline using Python, AWS ECS, and Fargate. This smart solution dynamically scales, reduces resource waste, and enables seamless, hands-free video processing across formats—empowering the client to meet demand peaks effortlessly.

Published: November 5, 2024
# Media
# DevOps
# AI / ML
Tailoring Corporate EdTech with AI-Powered Personalized Learning

Our client in the corporate EdTech sector developed a platform that aggregates business courses for easy access and management. They sought an automated system to categorize courses into areas like marketing, finance, and HR, and to recommend personalized learning paths based on each employee's role and career goals. Read on to learn about our ML solution that transforms course categorization and tailors personalized recommendations.

Published: August 15, 2024
# EdTech / LMS
# Data Science
# NLP
# Big Data
# AI / ML
Automating Spec Sheet Data Extraction with NLP & OCR

Our solution uses advanced Natural Language Processing (NLP) and Machine Learning (ML) to automate the extraction of detailed specifications and measurements from complex product spec sheets.

Published: July 31, 2024
# Manufacturing
# NLP
# AI / ML
# Data Science
Improving the Production Infrastructure of E-commerce Solutions for an International Publishing House

This case study examines the optimization of a major international publishing house's e-commerce infrastructure, which suffered from significant performance issues due to an outdated single-server setup. Our job was to optimize the page load time and system reliability by enhancing the server capacity, and introducing automated deployment processes.

Published: July 8, 2024
# Media
# DevOps
AI-Powered Taxi Receipt Management: Faster Reimbursements and Accurate Data

The implementation of AI-driven technologies enabled efficient handling of diverse receipt formats for taxi services. Using advanced OCR with Tesseract, GANs for image enhancement, and LLMs for data structuring, we created a comprehensive solution that ensured high data accuracy and reduced processing times.

Published: May 31, 2024
# FinTech
# DevOps
# AI / ML
From Dublin to Frankfurt: EdTech Provider's AWS Migration into Compliance for Profit

Explore how an EdTech company boosted its profitability and expanded its market by moving its AWS infrastructure from Ireland to Germany. This shift complied with strict German data protection laws and improved system performance while cutting operational costs, creating new opportunities in Europe.

Published: May 21, 2024
# EdTech / LMS
# AI / ML
# DevOps