Data and Web Engineer

Felix Peppert

Berlin

Automation

Turn spreadsheets into automated workflows

Automated pipeline processing data from a database and cloud, visualizations on a data dashboard

The Challenge

Spreadsheets are powerful tools, but they require manual data entry and are error-prone, draining your teams time and resources.

Our Approach

By modeling and automating the underlying processes, we eliminate repetitive tasks and create reliable systems that integrate into existing infrastructure.

Key Benefits

  • Save time spent for manual data entry and spreadsheet juggling
  • Eliminate errors
  • Get insights faster with real-time data processing
  • Free your team to focus on high-value activities

Success Story

A legal-tech start-up manually reviewed rigid regulatory criteria for every incoming case. By identifying the most significant factors and modeling the regulatory constraints we could automate the case review process. This enabled early rejection of 50% of cases and allowed the legal specialists to focus on the complicated and high-value cases.

Data Science

Unlock hidden insights in your existing data

Presenting data analyses and insights

The Challenge

Most organizations collect vast amounts of data but struggle to extract meaningful value from it. Hidden patterns and insights remain untapped.

Our Approach

Perform qualitative and statistical analysis to clarify the overlap of business interests and patterns in the data. Choose the best fit from a large repertoire of score, ranking, clustering or agent models. Train, evaluate and integrate the model into existing infrastructure.

Key Benefits

  • Exploit patterns and trends in your data
  • Make data-driven decisions with greater confidence
  • Predict future outcomes based on historical data
  • Optimize processes with intelligent recommendations

Web App Development

Create powerful interactive tools

A feature-rich web app on a smartphone

The Challenge

Traditional software often lacks flexibility and requires significant IT support. Modern businesses need accessible tools that evolve with changing requirements.

Our Approach

Web Apps are the modern way to offer interactivity with data and processes for both internal or customer-facing use cases. The user interface is implemented based on data- and process-models.

Key Benefits

  • Access your tools from anywhere, on any device
  • Integrate with existing systems and data sources
  • Use cloud infrastructure to scale effortlessly

Success Story

A biotech start-up needed a web portal to exchange potentially huge files with their customers. We implemented a web app with account management, robust file upload and e-mail notifications, and deployed it together with the required infrastructure on Amazon Web Services. This enabled centralised and robust workload exchange.

Computer Vision

Transform visual data into actionable intelligence

A computer vision system consisting of a camera hooked up to a micro-computer and a screen.

The Challenge

Visual information is abundant but difficult to process at scale. Manual review of images and video is time-consuming and inconsistent.

Our Approach

Visual data creates novel ways to interact with the world. A transformation pipeline solves tasks based on data from sensors such as cameras, LIDARs or microphones.

Key Benefits

  • Automate inspection and quality control processes
  • Extract measurable data from images and video streams
  • Identify objects, people, or conditions in real-time
  • Create new interaction paradigms through visual understanding

Success Story

A dating coach website wanted to give feedback on the users profile pictures. We created an image-tagging software that extracted relevant features leading to fine-grained improvement suggestions.

Language Models

Harness AI to process text and language at unprecedented scale

Large scale document processing system showing a vast library and a computer access terminal.

The Challenge

Organizations struggle to process large volumes of text data. Manual document review and language processing are slow and expensive.

Our Approach

The recent break-through in artificial intelligence elevated the possibilities of processing natural language to previously inconceivable levels. Use large language models to process large document libraries, power chat bots or automate complex tasks.

Key Benefits

  • Analyze thousands of documents in minutes rather than weeks
  • Extract key information from unstructured text
  • Generate high-quality content and reports automatically
  • Create natural conversational interfaces for your systems
(c) Felix Peppert, 2025. Made with ♥️ in Berlin. Impressum