en
Managing Consultant/ Technical Expert
Schlagwörter
Skills
Consulting:
AI/ML:
Technologies:
Standards/ techniques:
- Interim-management and people lead
- Program-management and steering of the project portfolio toward strategic goals
- Business-IT transformation mgmt. in the field of new technologies
- Revenue-driven optimization with optimization of processes, IT/technology and HR utilization
- Leading consulting/ development teams and multi-vendor projects
- Leading consulting/ development teams and multi-vendor projects
AI/ML:
- Design & modelling of problem specific AI solutions for imaging 2D/3D/multispectral and time series data (incl. ML-OPS, DataDriven-AI)
- Design and implementation of data capturing solutions (images/ videos) together with imaging professionals
- Design and implementation of data cleaning tools (manual, semi-automatic, automatic)
- Data generation (augmentation, combination, virtual objects)
- AI-model design and implementation (CNN, ResNet, custom loss/metric/normalization)
- Modell and training optimization (speed, quality, generalization)
- Training (on-prem, cloud)
- Modell quantization (TFLite, Edge) and hardware specific adaption
- AI-compliance (explainable AI, data-lineage)
Technologies:
- Tensorflow 2.x (incl. Lite, quantization for Edge-TPU) with CUDA
- Python 3.x (numpy, pandas, OpenCV, tornado, multiprocessing)
- GCP
Standards/ techniques:
- MQTT, JWT, PKI (incl. crypto-hardware), I2C, SPI, Embedded (ARM-processor configuration)
Projekthistorie
01/2022
-
bis jetzt
Development of innovative, AI-driven products (Defence/Security)
Challenge:
Current conflicts show a new type of arms-race by leveraging AI and COTS components into sophisticated makeshift solutions. The project aims to counter these threats by exploiting the same means and developing counter-solutions (especially in the field of air-defence).
Challenge:
Current conflicts show a new type of arms-race by leveraging AI and COTS components into sophisticated makeshift solutions. The project aims to counter these threats by exploiting the same means and developing counter-solutions (especially in the field of air-defence).
01/2021
-
09/2021
Managing Consultant/ Technical Expert
International IT and system integration company
(Sonstiges, >10.000 Mitarbeiter)
Development of an AI drone showcase
Challenge:
A global leading player in the field of defence/security was in search of a showcase to present the application of Edge-AI technology to solve actual use-cases in their domain.
Tasks:
Results:
The interactive showcase was highly praised as an actual working example of using AI technology to support an actual challenge in the defence/security domain. Building confidence in the overall applicability of AI-technology is current and future projects.
Challenge:
A global leading player in the field of defence/security was in search of a showcase to present the application of Edge-AI technology to solve actual use-cases in their domain.
Tasks:
- Development of suitable use-cases with the companies sector head
- Screening of state-of-the-art AI capabilities and selection of implementation showcase
- Design AI-pipeline (from traning data generation to result integration)
- Setup of complete MLOps pipeline and solution building
- Alignment of showcase capabilites with business experts of the company
- Presentation of the running showcase towards international business experts
Results:
The interactive showcase was highly praised as an actual working example of using AI technology to support an actual challenge in the defence/security domain. Building confidence in the overall applicability of AI-technology is current and future projects.
03/2020
-
12/2020
Managing Director
AI analytics company
(Konsumgüter und Handel, < 10 Mitarbeiter)
Product owner and strategy owner
Market research and product alignment to market needs
Coordination of suppliers (hardware, product design, legal)
Product-line architecture design
Product implementation
Product alignment with customers
Market research and product alignment to market needs
Coordination of suppliers (hardware, product design, legal)
Product-line architecture design
Product implementation
Product alignment with customers
08/2019
-
03/2020
Managing Consultant
IT & management consulting company
(Internet und Informationstechnologie, 500-1000 Mitarbeiter)
Bidding lead for two public sector tenders (>100 mio.€ volume)
- Bidding strategy
- Price calculation
- Coordination of legal documents
- Coordination and quality optimizaiton of business workproofs for the tenders
- Contraction of subco-companies
- Overall score optimization of the offers
04/2019
-
08/2019
Managing Consultant, CRM harmonization
Global automotive company
(Automobil und Fahrzeugbau, >10.000 Mitarbeiter)
Challenge:
CRM development strategies of two company divisions needed to be aligned to support the overall IT system alignment strategy. Working for the smaller division, a strategy and execution plan was needed to respect the divisions specialities within the overall CRM development.
Tasks:
The integrated SCRUM-based requirement process convinced both division heads and the CRM program mgmt. to join both programs. Key was the support of the business departments of the smaller division which supported the decision after a transparent process matching and development plan could be detailed to steer the future development. A decision was taken to start the CRM integration of to national market sales organization immediately.
CRM development strategies of two company divisions needed to be aligned to support the overall IT system alignment strategy. Working for the smaller division, a strategy and execution plan was needed to respect the divisions specialities within the overall CRM development.
Tasks:
- Lead of consulting team (3 management/IT consultants)
- Assessing the divisions sales processes and overlap with overall CRM capabilities/ plan
- Setup and alignment of an agile development plan to introduce the divisions requirements in the overall process
- Alignment with management of both divisions as well as CRM program lead
- Decision preparation for joining of CRM development efforts
The integrated SCRUM-based requirement process convinced both division heads and the CRM program mgmt. to join both programs. Key was the support of the business departments of the smaller division which supported the decision after a transparent process matching and development plan could be detailed to steer the future development. A decision was taken to start the CRM integration of to national market sales organization immediately.
06/2018
-
03/2019
Managing Consulting, harmonization of customer master data
Global automotive company
(Automobil und Fahrzeugbau, >10.000 Mitarbeiter)
Challenge:
Different pools of customer data were constantly slowing the introduction of new and overarching digital services. Multiple expanses for consent and GDPR-rights mgmt. had lead to high operating costs. A new system was to be setup to take over existing data, being scalable and versatile and to become the central provider of consent- and GDPR-right mgmt. services for customers.
Tasks:
The planned carve-out of customer data was made and the new system was put into production. Especially the legal departments praised the approach and the execution, setting the used methodology as a new role-model for future projects. The project continued with the integration of additional customer-data processing systems.
Different pools of customer data were constantly slowing the introduction of new and overarching digital services. Multiple expanses for consent and GDPR-rights mgmt. had lead to high operating costs. A new system was to be setup to take over existing data, being scalable and versatile and to become the central provider of consent- and GDPR-right mgmt. services for customers.
Tasks:
- Leading consultants and the development team to deliver an integrated solution
- Structuring consent and GDPR-Mgmt. needs and negotiating with the legal department
- Fostering new technology approaches to better support the actual business requirements
- Setting up a continuous testing concept and incorparating business department staff with design and overwatch of test cases
- Planning the migration
- Planning the integration of additional systems
The planned carve-out of customer data was made and the new system was put into production. Especially the legal departments praised the approach and the execution, setting the used methodology as a new role-model for future projects. The project continued with the integration of additional customer-data processing systems.
10/2017
-
06/2018
Managing Consultant, future customer facing services
Global automotive company
(Automobil und Fahrzeugbau, >10.000 Mitarbeiter)
Challenge:
An ongoing consulting project already achieved good results and appreciations within the companies IT department, although strategy shaping impact could not be made. An internal marketing campaign was needed to show the strategic and tactical capabilities the new IT services offered and to get acknowledgement and support on board level.
Tasks:
A short term admission was granted to participate in an ongoing tender for a strategic program. Further, the contract could be won against GAFA-players by showing the gained expertise in boosting automotive business processes and customer services by the use of modern IT approaches.
An ongoing consulting project already achieved good results and appreciations within the companies IT department, although strategy shaping impact could not be made. An internal marketing campaign was needed to show the strategic and tactical capabilities the new IT services offered and to get acknowledgement and support on board level.
Tasks:
- Planning and executing internal workshops and trainings with business departments to show capabilities
- Delivering examplary production services with actual business impact (selling more cars)
- Engaging board level 'digital' department with future strategy concepts
A short term admission was granted to participate in an ongoing tender for a strategic program. Further, the contract could be won against GAFA-players by showing the gained expertise in boosting automotive business processes and customer services by the use of modern IT approaches.
Reisebereitschaft
Weltweit verfügbar
