Developed end-to-end clickstream data analytics pipeline
Head of Data Science & A.I
Head of Data Science & A.I
Developed end-to-end clickstream data analytics pipeline using Amazon Kinesis on DEV environment.
Initiated Solution architecture in early stage product.
Created a dynamic flowchart that communicated open decision points with the product team, developers, marketing & UI/UX designers before launch.
Neural Jam Gmbh
Bablesberg, Potsdam, Berlin
5 Monate
2021-06 - 2021-10
Developement python API
Sr. Machine Learning Engineer
Sr. Machine Learning Engineer
Developed python API on top of Amazon Textract, DUS and Elastic Search for Key Information Extraction on business PDF documents and contribute to larger product
Flowciety Gmbh
Berlin
9 Monate
2020-09 - 2021-05
Conducting SQL query migrations
Data Scientist
Data Scientist
Conducting SQL query migrations by aggregating several versions of the platform running in 50 countries, to 1 global platform.
Developed a Recommendation Engine using Python machine learning tools to assist carrier managers to link shippers to carriers, optimizing price & suitability.
Assisted in Data Strategy for 2021 for Saloodo to manage 30000 Shippers and connected them to 30000 Carriers.
Saloodo! - A DHL group company
Remote - Cologne
2 Jahre 11 Monate
2016-06 - 2019-04
Development of a web service
Machine Learning Engineer
Machine Learning Engineer
Developed satellite image segmentation & solar panel design projection web service, formulated roof ridge prediction as an image-to-image translation problem and developed a Generative Adversarial Network (pix2pix) achieving an IOU of 0.88 for multi-class semantic segmentation of roofs, trees, chimneys, and shadows.
Formulated Roof ridge prediction & panel placement as image to image translation problem, trained Conditional Generative Adversarial Networks (DCGAN) to synthesize roof-ridges & panels form learned distributions.
Developed models on proprietary news and social media sentiment data for stock trading system traded NY S&P500 with a Sharpe ratio of 3.32. (Time Series )
Developed hourly footfall prediction system using Poisson Regression for a theme park located in 26 locations in the U.S with a MAPE of 8%.
Modernising data from legacy systems and recommended staffing for all locations based on the prediction, optimised service cost vs delivery (Time Series Analytics, Digitalisation).
Red Buffer
Islamabad, Pakistan
Aus- und Weiterbildung
Aus- und Weiterbildung
4 Jahre 6 Monate
2012-08 - 2017-01
Computer Science
Bachelor, NUCES FAST, Islamabad
Bachelor
NUCES FAST, Islamabad
Certification
2010 -2012
A-Levels
The City School (University of Cambridge International Examinations)
FullStack Software Engineer with 5+ years of International experience in conceptualising, formulating, developing and Deploying Machine Learning applications across industries and geographies.
Proficient in predictive modelling, Data processing, and algorithm development in multiple programming languages. Capable of creating, developing, testing, and deploying microservices that build and augment businesses using cloud native technologies & ML
scholarship on request
Einsatzorte
Einsatzorte
Berlin (+200km) Cologne (+200km)
Deutschland, Schweiz, Österreich
möglich
Projekte
Projekte
2 Jahre
2023-01 - heute
various Projects
Senior Associate
Senior Associate
on request
Berlin
6 Monate
2021-11 - 2022-04
Developed end-to-end clickstream data analytics pipeline
Head of Data Science & A.I
Head of Data Science & A.I
Developed end-to-end clickstream data analytics pipeline using Amazon Kinesis on DEV environment.
Initiated Solution architecture in early stage product.
Created a dynamic flowchart that communicated open decision points with the product team, developers, marketing & UI/UX designers before launch.
Neural Jam Gmbh
Bablesberg, Potsdam, Berlin
5 Monate
2021-06 - 2021-10
Developement python API
Sr. Machine Learning Engineer
Sr. Machine Learning Engineer
Developed python API on top of Amazon Textract, DUS and Elastic Search for Key Information Extraction on business PDF documents and contribute to larger product
Flowciety Gmbh
Berlin
9 Monate
2020-09 - 2021-05
Conducting SQL query migrations
Data Scientist
Data Scientist
Conducting SQL query migrations by aggregating several versions of the platform running in 50 countries, to 1 global platform.
Developed a Recommendation Engine using Python machine learning tools to assist carrier managers to link shippers to carriers, optimizing price & suitability.
Assisted in Data Strategy for 2021 for Saloodo to manage 30000 Shippers and connected them to 30000 Carriers.
Saloodo! - A DHL group company
Remote - Cologne
2 Jahre 11 Monate
2016-06 - 2019-04
Development of a web service
Machine Learning Engineer
Machine Learning Engineer
Developed satellite image segmentation & solar panel design projection web service, formulated roof ridge prediction as an image-to-image translation problem and developed a Generative Adversarial Network (pix2pix) achieving an IOU of 0.88 for multi-class semantic segmentation of roofs, trees, chimneys, and shadows.
Formulated Roof ridge prediction & panel placement as image to image translation problem, trained Conditional Generative Adversarial Networks (DCGAN) to synthesize roof-ridges & panels form learned distributions.
Developed models on proprietary news and social media sentiment data for stock trading system traded NY S&P500 with a Sharpe ratio of 3.32. (Time Series )
Developed hourly footfall prediction system using Poisson Regression for a theme park located in 26 locations in the U.S with a MAPE of 8%.
Modernising data from legacy systems and recommended staffing for all locations based on the prediction, optimised service cost vs delivery (Time Series Analytics, Digitalisation).
Red Buffer
Islamabad, Pakistan
Aus- und Weiterbildung
Aus- und Weiterbildung
4 Jahre 6 Monate
2012-08 - 2017-01
Computer Science
Bachelor, NUCES FAST, Islamabad
Bachelor
NUCES FAST, Islamabad
Certification
2010 -2012
A-Levels
The City School (University of Cambridge International Examinations)
FullStack Software Engineer with 5+ years of International experience in conceptualising, formulating, developing and Deploying Machine Learning applications across industries and geographies.
Proficient in predictive modelling, Data processing, and algorithm development in multiple programming languages. Capable of creating, developing, testing, and deploying microservices that build and augment businesses using cloud native technologies & ML
scholarship on request
Vertrauen Sie auf Randstad
Im Bereich Freelancing
Im Bereich Arbeitnehmerüberlassung / Personalvermittlung