Abdullah Zia Email & Phone Number
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Abdullah Zia is listed as AI Engineer | Data Scientist | ML/DL/CV/NLP | Advance Analytics | MLOps | Freelancer | Developer | Instructor | Researcher at Agile Robots SE, a with 46 employees, based in Munich, Bavaria, Germany. AeroLeads shows a matched LinkedIn profile for Abdullah Zia.
Abdullah Zia previously worked as Deep Learning Engineer at Agile Robots Se and AI R&D Engineer at Aerodyne Group. Abdullah Zia holds Master Of Science - Ms, Data Science from Information Technology University.
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About Abdullah Zia
I am an experienced Data Scientist with a strong skill set in conducting comprehensive data analysis, developing advanced AI applications, and delivering effective solutions. During my tenure at Addo, I primarily focused on leveraging AI in the healthcare industry. I collaborated with major healthcare organizations in the US, working on projects related to Congestive Heart Failure (CHF), optimizing Emergency Department (ED) stays, Length of Stay (LOS) optimization, disease propensity, reducing patient no-shows, and staff scheduling.In my freelance work, I have successfully completed over 60 projects in a span of three years. My expertise lies in areas such as Computer Vision, Natural Language Processing, AI-based Web App Development, and Applied AI Research. I have developed numerous web and mobile applications that incorporate advanced AI functionalities, including Face Recognition, Fight Detection, Real-Time Tracking of Trucks, Textual/Numerical Information Extraction from Videos, Question Answering using Large Language Models (LLMs), Color Detection, Radar Signal Segmentation, and Image Reconstruction from Satellite Signals, among others.During my time as a Researcher at the Data Science Lab, ITU, I contributed to various projects, including Crime Trend Forecasting, Emotion Recognition, and Killer Identification. I designed highly efficient algorithms utilizing advanced AI architectures such as Auto-Encoders, BERT, and COMET (Artificial Commonsense), outperforming state-of-the-art models in terms of both accuracy and speed.Additionally, I possess more than eight years of teaching experience. I have served as a Senior Computer Science Teacher as well as a Teaching Assistant for advanced courses such as Big Data Analytics, Deep Learning, and Tools and Techniques of Data Science.
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Abdullah Zia work experience
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Ai R&D Engineer
Freelancer
● Successfully completed over 80 freelancing projects in the domain of Natural Language Processing (NLP) and Computer Vision (CV), including cross-platform AI-based application development using Django and Flutter, custom AI models development, and conducting research to gain insights from the data ● Applied a wide range of highly advanced tools and techniques, including GANs, OpenCV, PyTorch, Keras, HuggingFace, Colab, Databases, and BigQuery, among others, in practical applications. ●… Show more ● Successfully completed over 80 freelancing projects in the domain of Natural Language Processing (NLP) and Computer Vision (CV), including cross-platform AI-based application development using Django and Flutter, custom AI models development, and conducting research to gain insights from the data ● Applied a wide range of highly advanced tools and techniques, including GANs, OpenCV, PyTorch, Keras, HuggingFace, Colab, Databases, and BigQuery, among others, in practical applications. ● Executed a wide range of tasks including Semantic Segmentation, OCR, Question Answering, Federated Learning, Color Detection, Recommender Systems, Fight Detection, 2D and 3D object detection, Radar Signal Processing, NER, Multilingual Analysis, Stock Prediction, Web Scraping, Transfer Learning, Sentiment Analysis, and Real-time Video Analysis Show less
Nlp Engineer
Data Scientist
● Served and collaborated with multiple clients including the largest healthcare providers in the United States. ● Worked on multiple core problems in the healthcare domain such as LOS Optimization, CHF Prediction, Disease Propensity, ED Boarding, Forecasting Hospital Admissions, and Patient Flow Simulation resulting in optimized resource allocation, improved planning, and increased profitability for healthcare organizations. ● Utilized various advanced tools and technologies such as… Show more ● Served and collaborated with multiple clients including the largest healthcare providers in the United States. ● Worked on multiple core problems in the healthcare domain such as LOS Optimization, CHF Prediction, Disease Propensity, ED Boarding, Forecasting Hospital Admissions, and Patient Flow Simulation resulting in optimized resource allocation, improved planning, and increased profitability for healthcare organizations. ● Utilized various advanced tools and technologies such as Azure Cloud services (Azure ML, DataBricks, Azure Storage, Kubernetes, Digital Twinning, IOT Hub), MLOps, Power BI, Jira, and DevOps. ● Implemented MLOps best practices including Data Preparation, EDA, Feature Engineering, Development of AI Models, Experiment Tracking, Model Management, CI/CD pipelines, and scalable cloud-based deployments of ML models on Azure and Databricks resulting in reduced time-to-deployment for machine learning projects. Show less
Teaching Assistant
● I served as a Teaching Assistant for advanced courses such as Big Data Analytics, Deep Learning, and Tools and Techniques of Data Science. I took on various responsibilities to enhance the learning experience. This involved conducting lab sessions, creating informative lecture materials, and assisting professors during their classes. I also played a key role in designing and administering exams and assessments to evaluate student's progress and understanding. Furthermore, I provided support… Show more ● I served as a Teaching Assistant for advanced courses such as Big Data Analytics, Deep Learning, and Tools and Techniques of Data Science. I took on various responsibilities to enhance the learning experience. This involved conducting lab sessions, creating informative lecture materials, and assisting professors during their classes. I also played a key role in designing and administering exams and assessments to evaluate student's progress and understanding. Furthermore, I provided support and guidance to students, helping them explore career options in the field of data science. By offering clear advice and leveraging my expertise, I contributed to creating an environment that fostered both academic and professional growth. Show less
Graduate Research Fellow
● Conducted thorough research and analysis on crime forecasting, specifically utilizing spatiotemporal analysis techniques to detect patterns and trends in crime data, leading to a notable performance improvement of up to 2-3% compared to existing state-of-the-art forecasting models. ● Implemented text analysis techniques to extract emotions from textual data, enabling the identification of perpetrators, resulting in a significant improvement of over 1-2% in accuracy compared to current… Show more ● Conducted thorough research and analysis on crime forecasting, specifically utilizing spatiotemporal analysis techniques to detect patterns and trends in crime data, leading to a notable performance improvement of up to 2-3% compared to existing state-of-the-art forecasting models. ● Implemented text analysis techniques to extract emotions from textual data, enabling the identification of perpetrators, resulting in a significant improvement of over 1-2% in accuracy compared to current state-of-the-art emotion detection models. Show less
Colleagues at Agile Robots SE
Other employees you can reach at agile-robots.com. View company contacts for 46 employees →
Michael Moschinski
Colleague at Agile Robots SeMunich, Bavaria, Germany
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Elio Nakhle
Colleague at Agile Robots SeMunich, Bavaria, Germany
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Emrah Budak
Colleague at Agile Robots SeAnkara, Türkiye, Turkey
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Gregorius Nico Toreh
Colleague at Agile Robots SeMunich, Bavaria, Germany
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Daniel Duerr
Colleague at Agile Robots SeBensheim, Hesse, Germany
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Yifen Liu
Colleague at Agile Robots SeMunich, Bavaria, Germany
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Liang Liang
Colleague at Agile Robots SeMunich, Bavaria, Germany
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Suriyakumar S
Colleague at Agile Robots SeChennai, Tamil Nadu, India
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Michael Beiss
Colleague at Agile Robots SeGreater Munich Metropolitan Area, Germany
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Bing Xia
Colleague at Agile Robots SeStuttgart Region, Germany
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Abdullah Zia education
Master Of Science - Ms, Data Science
Bachelor Of Science - Bs, Information Technology
Frequently asked questions about Abdullah Zia
Quick answers generated from the profile data available on this page.
What company does Abdullah Zia work for?
Abdullah Zia works for Agile Robots SE.
What is Abdullah Zia's role at Agile Robots SE?
Abdullah Zia is listed as AI Engineer | Data Scientist | ML/DL/CV/NLP | Advance Analytics | MLOps | Freelancer | Developer | Instructor | Researcher at Agile Robots SE.
Where is Abdullah Zia based?
Abdullah Zia is based in Munich, Bavaria, Germany while working with Agile Robots SE.
What companies has Abdullah Zia worked for?
Abdullah Zia has worked for Agile Robots Se, Aerodyne Group, Freelance, Salezilla, and Addo.
Who are Abdullah Zia's colleagues at Agile Robots SE?
Abdullah Zia's colleagues at Agile Robots SE include Michael Moschinski, Elio Nakhle, Emrah Budak, Gregorius Nico Toreh, and Daniel Duerr.
How can I contact Abdullah Zia?
You can use AeroLeads to view verified contact signals for Abdullah Zia at Agile Robots SE, including work email, phone, and LinkedIn data when available.
What schools did Abdullah Zia attend?
Abdullah Zia holds Master Of Science - Ms, Data Science from Information Technology University.
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