Developed an end-to-end deep learning solution for defect detection by integrating high-resolution production images with real-time operational sensor data for a major manufacturing client. Engineered robust data pipelines?including image preprocessing, augmentation, and synchronization?and implemented an early fusion model using a pretrained ResNet50V2 and dense layers. This project enhanced quality control and operational efficiency across the manufacturing process.
Analytics Software Development ? Car order volume forecasting with a web app frontend to guide tactical planners in defining marketing incentives and meeting KPI targets of different stakeholder groups. Steering and monitoring of the development for the new sales model of a major German car manufacturer. Development lead to oversee extensive data quality and project progress dashboards.
Developed a Gen-AI solution for a large manufacturer, Fine-tuned on proprietary data for precise Q&A. Leveraged Nvidia NeMo Guardrails for robust security and quality control. This resulted in a significant improvement in customer engagement and satisfaction.
Led the development of a predictive maintenance early warning system for heavy machinery failures, significantly reducing breakdown costs by up to 55%. The cloud-based solution was integrated with business processes, offering
daily risk notifications and robust analytics.
Deloitte Consulting GmbH
Frankfurt Am Main
3 years 1 month
2023-12 - 2026-12
AI based Quality control for Manufactuing
Lead ML Developer
Lead ML Developer
Developed an end-to-end deep learning solution for defect detection by integrating high-resolution production images with real-time operational sensor data for a major manufacturing client.
Engineered robust data pipelines?including image preprocessing, augmentation, and synchronization?and implemented an early fusion model using a pretrained ResNet50V2 and dense layers.
This project enhanced quality control and operational efficiency across the manufacturing process.
3 months
2025-04 - 2025-06
Predictive Maintenance
Lead ML Developer - Scrum Master
Lead ML Developer - Scrum Master
Led the development of a predictive maintenance early warning system for heavy machinery failures, significantly reducing breakdown costs by up to 55%.
The cloud-based solution was integrated with business processes, offering daily risk notifications and robust analytics.
2 months
2025-03 - 2025-04
GenAI based Bot
GenAI Developer
GenAI Developer
Developed a Gen-AI solution for a large manufacturer, Fine-tuned on proprietary data for precise Q&A.
Leveraged Nvidia NeMo Guardrails for robust security and quality control.
This resulted in a significant improvement in customer engagement and satisfaction.
2 months
2025-01 - 2025-02
Formatted GenAI Document Generation
GenAI Developer
GenAI Developer
onducted client needs assessment and solution blueprinting workshops, then architected AI-driven solution using Azure OpenAI Studio.
Balanced advisory role (creating GenAI roadmap and conducting change management sessions) with technical implementation (writing Python code for API integration and prompt engineering).
Presented strategic recommendations to C-suite while simultaneously training the technical team on solution maintenance.
2 years 9 months
2019-09 - 2022-05
Spearheaded the growth roadmap
Product Development Manager
Product Development Manager
Spearheaded the growth roadmap from development to launch.
Established communication protocols between development team and product stakeholders, aligning direction of product.
Achieved more than 100% user growth, expansion of the development team and establishment of marketing department.
democy UG
Remote
2 years 11 months
2019-07 - 2022-05
Spearheaded the evolution of data-driven performance analysis
Data Scientist
Data Scientist
Spearheaded the evolution of data-driven performance analysis of social media creators. Large datasets comprising click traffic, product sales and logistical costs were analyzed to identify Key Performance Indicators of social media marketing campaigns. Then dedicated dashboards were created to help marketing and management professionals visualize performance of strategic decisions over the course of media campaigns.
Developed a multimodal product categorization system by fusing text (Bag of Words, TF-IDF) and image features (VGG-19 CNN) into a unified SVM classifier, improving accuracy by leveraging complementary visual and textual data to enhance e-commerce search relevance.
Designed descriptive and predictive data models for the collection, storage and analysis of marketing-campaigns related data.
Designed and developed the entire software architecture from ground up. Visualization mechanisms in user interfaces were connected to large databases, predictive machine learning models and real-time customer interactions. Developed a distributed network of bare metal servers hosting REST API?s, mysql databases, HTTP servers for microservices, and visualization dashboards for frontend applications
Bellissy Deutschland GmbH
Frankfurt Am Main
1 year 10 months
2017-11 - 2019-08
Ground-up development of mobile application
Mobile Application Developer
Mobile Application Developer
democy UG
9 months
2018-10 - 2019-06
Developement dashboard for visualization
Student Research Assistant
Student Research Assistant
Developed dashboard for visualization of sensor signals from a 3D-Servo press-machine catered to the requirements of PhD Researchers.
Institut für Produktionstechnik und Umformmaschinen, TU Darmstadt
Darmstadt,
1 year 1 month
2018-06 - 2019-06
Built and maintained ETL pipelines
Application Developer
Application Developer
Built and maintained ETL pipelines for product catalogue, exported from multiple clients. Also integrated Facebook Business API?s into this framework.
Bellissy Deutschland GmbH
1 year 3 months
2017-07 - 2018-09
Developement a pioneering 3-step
Student Research Assistant
Student Research Assistant
Developed a pioneering 3-step (modelling, risk identification and analysis) model-based fraud risk analysis framework, to proactively identify and mitigate potential threats to service providers? assets and income.
Goethe Universität
Frankfurt Am Main
Aus- und Weiterbildung
Aus- und Weiterbildung
3 years 5 months
2016-10 - 2020-02
Distributed Software Systems,
Distributed Software Systems, M.Sc.
Distributed Software Systems
M.Sc.
Major:
Data Science and Machine Learning
4 years 2 months
2011-11 - 2015-12
Software Engineering
B.Sc., University of Engineering and Technology, Taxila
B.Sc.
University of Engineering and Technology, Taxila
Certifications
CSM I - Certified Scrum Master
Scaled Agile Framework - Certified SAFe® Agilist
Neo4j - Certified Professional
Google Cloud - Professional Machine Learning Engineer
Google Cloud - Associate Cloud Engineer
Google Cloud - Cloud Digital Leader
NVIDIA-Certified Associate - Generative AI LLMs
Position
Position
Senior Consultant - Artificial Intelligence & Data
Kompetenzen
Kompetenzen
Top-Skills
Generative AIData ScientistCloud EngineerMachine LearningComputer VisionNLPAWSGCPAzurePythonLangchainOllamaLLMsDeep LearningProof of ConceptMS Power BISelf Hosted LLMsNvidia AI Enterprise
Produkte / Standards / Erfahrungen / Methoden
Profile
Experienced Machine Learning Engineer and AI Consultant with over 7 years of hands-on expertise in designing, deploying, and scaling machine learning models for diverse industries. Skilled in integrating AI solutions into production-ready software, leveraging cutting-edge cloud and MLOps tools, and enabling organizations to extract actionable insights from complex datasets. Passionate about using AI to drive safety and innovation, particularly in mission-critical domains such as aviation and manufacturing. Adept at working in cross-functional, collaborative environments and committed to delivering high-quality, efficient solutions.
Led cross-regional AI projects at Deloitte ME, UK, and DE, collaborating with senior stakeholders to implement transformative digital solutions.
Conducted workshops and training sessions to empower client teams in adopting cutting-edge AI technologies for sustainable digital transformation.
Drove high-impact Generative AI transformations using Nvidia - Deloitte alliance, enhancing customer engagement and streamlining processes for diverse clients
Led cross-regional AI projects at Deloitte ME, UK, and DE, collaborating with senior stakeholders to implement transformative digital solutions.
Conducted workshops and training sessions to empower client teams in adopting cutting-edge AI technologies for sustainable digital transformation.
Drove high-impact Generative AI transformations using Nvidia - Deloitte alliance, enhancing customer engagement and streamlining processes for diverse clients.
Skills
Technical Skills
Python
MySQL
C#
Neo4j
Tensorflow,
Scikit-learn
Google Cloud Platform
AWS
Nvidia AI
Langchain
Matlab
Predictive Analysis
Git/Jira
Trello, Dataiku
Business Skills
Data Science & Advanced Analytics
Data Strategy & Architecture
Agile Project Management
Data Management
Dashboarding
Process Automation
Programmiersprachen
Python
Experte
Sql
Fortgeschritten
Manufacturing
Sensor Data
Fortgeschritten
Predictive Maintenance
Fortgeschritten
Awards on request
Branchen
Branchen
Banking
Manufacturing
Fintech
Insurance
Energy
Automotive
E-Commerce
Einsatzorte
Einsatzorte
Deutschland, Schweiz, Österreich
möglich
Projekte
Projekte
3 years 1 month
2022-06 - now
Developed an end-to-end deep learning solution
Senior Consultant - Data and AI
Senior Consultant - Data and AI
Developed an end-to-end deep learning solution for defect detection by integrating high-resolution production images with real-time operational sensor data for a major manufacturing client. Engineered robust data pipelines?including image preprocessing, augmentation, and synchronization?and implemented an early fusion model using a pretrained ResNet50V2 and dense layers. This project enhanced quality control and operational efficiency across the manufacturing process.
Analytics Software Development ? Car order volume forecasting with a web app frontend to guide tactical planners in defining marketing incentives and meeting KPI targets of different stakeholder groups. Steering and monitoring of the development for the new sales model of a major German car manufacturer. Development lead to oversee extensive data quality and project progress dashboards.
Developed a Gen-AI solution for a large manufacturer, Fine-tuned on proprietary data for precise Q&A. Leveraged Nvidia NeMo Guardrails for robust security and quality control. This resulted in a significant improvement in customer engagement and satisfaction.
Led the development of a predictive maintenance early warning system for heavy machinery failures, significantly reducing breakdown costs by up to 55%. The cloud-based solution was integrated with business processes, offering
daily risk notifications and robust analytics.
Deloitte Consulting GmbH
Frankfurt Am Main
3 years 1 month
2023-12 - 2026-12
AI based Quality control for Manufactuing
Lead ML Developer
Lead ML Developer
Developed an end-to-end deep learning solution for defect detection by integrating high-resolution production images with real-time operational sensor data for a major manufacturing client.
Engineered robust data pipelines?including image preprocessing, augmentation, and synchronization?and implemented an early fusion model using a pretrained ResNet50V2 and dense layers.
This project enhanced quality control and operational efficiency across the manufacturing process.
3 months
2025-04 - 2025-06
Predictive Maintenance
Lead ML Developer - Scrum Master
Lead ML Developer - Scrum Master
Led the development of a predictive maintenance early warning system for heavy machinery failures, significantly reducing breakdown costs by up to 55%.
The cloud-based solution was integrated with business processes, offering daily risk notifications and robust analytics.
2 months
2025-03 - 2025-04
GenAI based Bot
GenAI Developer
GenAI Developer
Developed a Gen-AI solution for a large manufacturer, Fine-tuned on proprietary data for precise Q&A.
Leveraged Nvidia NeMo Guardrails for robust security and quality control.
This resulted in a significant improvement in customer engagement and satisfaction.
2 months
2025-01 - 2025-02
Formatted GenAI Document Generation
GenAI Developer
GenAI Developer
onducted client needs assessment and solution blueprinting workshops, then architected AI-driven solution using Azure OpenAI Studio.
Balanced advisory role (creating GenAI roadmap and conducting change management sessions) with technical implementation (writing Python code for API integration and prompt engineering).
Presented strategic recommendations to C-suite while simultaneously training the technical team on solution maintenance.
2 years 9 months
2019-09 - 2022-05
Spearheaded the growth roadmap
Product Development Manager
Product Development Manager
Spearheaded the growth roadmap from development to launch.
Established communication protocols between development team and product stakeholders, aligning direction of product.
Achieved more than 100% user growth, expansion of the development team and establishment of marketing department.
democy UG
Remote
2 years 11 months
2019-07 - 2022-05
Spearheaded the evolution of data-driven performance analysis
Data Scientist
Data Scientist
Spearheaded the evolution of data-driven performance analysis of social media creators. Large datasets comprising click traffic, product sales and logistical costs were analyzed to identify Key Performance Indicators of social media marketing campaigns. Then dedicated dashboards were created to help marketing and management professionals visualize performance of strategic decisions over the course of media campaigns.
Developed a multimodal product categorization system by fusing text (Bag of Words, TF-IDF) and image features (VGG-19 CNN) into a unified SVM classifier, improving accuracy by leveraging complementary visual and textual data to enhance e-commerce search relevance.
Designed descriptive and predictive data models for the collection, storage and analysis of marketing-campaigns related data.
Designed and developed the entire software architecture from ground up. Visualization mechanisms in user interfaces were connected to large databases, predictive machine learning models and real-time customer interactions. Developed a distributed network of bare metal servers hosting REST API?s, mysql databases, HTTP servers for microservices, and visualization dashboards for frontend applications
Bellissy Deutschland GmbH
Frankfurt Am Main
1 year 10 months
2017-11 - 2019-08
Ground-up development of mobile application
Mobile Application Developer
Mobile Application Developer
democy UG
9 months
2018-10 - 2019-06
Developement dashboard for visualization
Student Research Assistant
Student Research Assistant
Developed dashboard for visualization of sensor signals from a 3D-Servo press-machine catered to the requirements of PhD Researchers.
Institut für Produktionstechnik und Umformmaschinen, TU Darmstadt
Darmstadt,
1 year 1 month
2018-06 - 2019-06
Built and maintained ETL pipelines
Application Developer
Application Developer
Built and maintained ETL pipelines for product catalogue, exported from multiple clients. Also integrated Facebook Business API?s into this framework.
Bellissy Deutschland GmbH
1 year 3 months
2017-07 - 2018-09
Developement a pioneering 3-step
Student Research Assistant
Student Research Assistant
Developed a pioneering 3-step (modelling, risk identification and analysis) model-based fraud risk analysis framework, to proactively identify and mitigate potential threats to service providers? assets and income.
Goethe Universität
Frankfurt Am Main
Aus- und Weiterbildung
Aus- und Weiterbildung
3 years 5 months
2016-10 - 2020-02
Distributed Software Systems,
Distributed Software Systems, M.Sc.
Distributed Software Systems
M.Sc.
Major:
Data Science and Machine Learning
4 years 2 months
2011-11 - 2015-12
Software Engineering
B.Sc., University of Engineering and Technology, Taxila
B.Sc.
University of Engineering and Technology, Taxila
Certifications
CSM I - Certified Scrum Master
Scaled Agile Framework - Certified SAFe® Agilist
Neo4j - Certified Professional
Google Cloud - Professional Machine Learning Engineer
Google Cloud - Associate Cloud Engineer
Google Cloud - Cloud Digital Leader
NVIDIA-Certified Associate - Generative AI LLMs
Position
Position
Senior Consultant - Artificial Intelligence & Data
Kompetenzen
Kompetenzen
Top-Skills
Generative AIData ScientistCloud EngineerMachine LearningComputer VisionNLPAWSGCPAzurePythonLangchainOllamaLLMsDeep LearningProof of ConceptMS Power BISelf Hosted LLMsNvidia AI Enterprise
Produkte / Standards / Erfahrungen / Methoden
Profile
Experienced Machine Learning Engineer and AI Consultant with over 7 years of hands-on expertise in designing, deploying, and scaling machine learning models for diverse industries. Skilled in integrating AI solutions into production-ready software, leveraging cutting-edge cloud and MLOps tools, and enabling organizations to extract actionable insights from complex datasets. Passionate about using AI to drive safety and innovation, particularly in mission-critical domains such as aviation and manufacturing. Adept at working in cross-functional, collaborative environments and committed to delivering high-quality, efficient solutions.
Led cross-regional AI projects at Deloitte ME, UK, and DE, collaborating with senior stakeholders to implement transformative digital solutions.
Conducted workshops and training sessions to empower client teams in adopting cutting-edge AI technologies for sustainable digital transformation.
Drove high-impact Generative AI transformations using Nvidia - Deloitte alliance, enhancing customer engagement and streamlining processes for diverse clients
Led cross-regional AI projects at Deloitte ME, UK, and DE, collaborating with senior stakeholders to implement transformative digital solutions.
Conducted workshops and training sessions to empower client teams in adopting cutting-edge AI technologies for sustainable digital transformation.
Drove high-impact Generative AI transformations using Nvidia - Deloitte alliance, enhancing customer engagement and streamlining processes for diverse clients.
Skills
Technical Skills
Python
MySQL
C#
Neo4j
Tensorflow,
Scikit-learn
Google Cloud Platform
AWS
Nvidia AI
Langchain
Matlab
Predictive Analysis
Git/Jira
Trello, Dataiku
Business Skills
Data Science & Advanced Analytics
Data Strategy & Architecture
Agile Project Management
Data Management
Dashboarding
Process Automation
Programmiersprachen
Python
Experte
Sql
Fortgeschritten
Manufacturing
Sensor Data
Fortgeschritten
Predictive Maintenance
Fortgeschritten
Awards on request
Branchen
Branchen
Banking
Manufacturing
Fintech
Insurance
Energy
Automotive
E-Commerce
Vertrauen Sie auf Randstad
Im Bereich Freelancing
Im Bereich Arbeitnehmerüberlassung / Personalvermittlung