Freelance Developer / Designer / Consultant / Data Scientist
FRAMED-MICE LTD
Keywords
Unity 3d
HTML
JavaScript (Programming Language)
Adobe Photoshop
Amazon Web Services
Amazon S3
Data Analysis
Apache HTTP Server
Confluence
JIRA
Skills
- Data Visualization, Data Story Telling, Data Science, Data Analytics
- TypeScript/JavaScript, Python, HTML/CSS, R, C#, C++
- d3.js, react, angular, nodeJs, nextJs, pandas, numpy, tensorflow, scikit, Flask, jQuery, Unity, OpenSceneGraph
- PowerBI, Tablaue, SAC
- REST / graphql
- AWS (DynamoDB, Amplify, CDK, Lambda, S3, AppSync)
- SQL (PostgreSQL, MSSQL, MySQL, SQLite), MongoDB
- Linux, Apache, nginx, Docker, Kubernetes
- Blockchain, Bootstrap, Augmented Reality, Virtual Reality, Computer Graphics, Machine Learning
- Git, Confluence, JIRA, CI/CD
- Photoshop, Maya
Project history
01/2009
-
01/2023
- Route- / utilization-optimization to improve asset usage in a logistics company including automatic calculation
- of an initial plan and manual adjustments with recommendations via frontend in real-time.
- Cloud infrastructure management toolkit including functionalities ranging from placing, editing, moving
- or scaling objects to adding text, drawing lines and editing data attributes in real-time.
- Enhancing fleet managers capabilities of large European companies, allowing them to assess suitableness
- of contingents and charging behavior of EV-drivers through predictive analytics and dashboards.
- Sales force distribution optimization featuring scenario-building through frontend.
- Measurements-assessment via frontend / dashboards for employees in health sector.
- Augmented reality app which allows previewing rendered content during filming.
- Training (web-)app that allows planning, live assessment, automated creation of certificates as well as
- participant and content management for trainers and administrators on premise / remote.
- Supporting multi-cloud migration by enhancing transparency, legacy-target picture comparison.
- Collecting, sorting and visualizing Blockchain/NFT-project data with web crawling / scraping.
- Data visualization that enhances transparency for responsibilities in IT sector with physics-simulation.
- Data-driven decision support for politicians currently in office using citizen data collected via app.
10/2018
-
05/2021
Project Manager
CTcon Management Consultants GmbH
Cloud based simulation framework that allows business experts to assess effectiveness of future measurements
and their effects on various KPIs in German mobility sector.
Pricing-engine for dynamical determination of prices for a global logistics service provider using the operational
complexity of consignments (e.g. costs, asset usage, 3rd-parties) across end-to-end process.
Optimization of maintenance and servicing processes involving various stakeholders in a European real
estate company using data analytics and process mining methods.
and their effects on various KPIs in German mobility sector.
Pricing-engine for dynamical determination of prices for a global logistics service provider using the operational
complexity of consignments (e.g. costs, asset usage, 3rd-parties) across end-to-end process.
Optimization of maintenance and servicing processes involving various stakeholders in a European real
estate company using data analytics and process mining methods.
10/2016
-
09/2018
Consultant
Various predictive analytics projects using a self-developed framework which features classical statistical
and machine learning algorithms to choose the best forecast fully self-sufficiently. Use cases include the
forecasting of cost / volume / sales with integration in existing forecasting / planning processes.
Machine learning based solution for stock optimization of globally distributed crop protection products
using external data sources (e.g. FX-rates, weather, macro-economics, raw materials).
and machine learning algorithms to choose the best forecast fully self-sufficiently. Use cases include the
forecasting of cost / volume / sales with integration in existing forecasting / planning processes.
Machine learning based solution for stock optimization of globally distributed crop protection products
using external data sources (e.g. FX-rates, weather, macro-economics, raw materials).
07/2014
-
09/2017
Co-Founder (CTO / CEO)
TellBiRD GmbH
Customer referral platform start-up; I developed the entire platform and managed outsourcing.
01/2016
-
09/2016
Freelancer (Developer / Consultant)
07/2012
-
12/2015
Developer / Student Worker
Fraunhofer IAIS (Intelligent Analysis and Information Systems)
VR application for geoscientists to analyze high-res 3D-models of enormous landmasses in real-time.
Palm rejection algorithm allowing use of pen & touch displays in seismic interpretation workflow.
Automated anomaly detection for the process of seismic interpretation using neural networks.
Palm rejection algorithm allowing use of pen & touch displays in seismic interpretation workflow.
Automated anomaly detection for the process of seismic interpretation using neural networks.
Local Availability
Open to travel worldwide
