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Asad Aftab

is researching.

Angestellt, Data Researcher / Data Engineer, Technical University of Vienna

Fähigkeiten und Kenntnisse

Data Engineering
Microsoft Azure
ETL (Extract, transform, load)
Python
Amazon Web Services (AWS)
C++
MongoDB
React
Node.js
Express.js
PHP
Apache Spark
Apache Kafka
Apache Airflow
Microsoft Power BI
PostgreSQL
MySQL
Tableau Software
Matplotlib
Diffusion Models
Anomaly Detection
Data Science
Machine Learning
Communication skills
Commitment
Flexibility
Reliability
Software Development
Business Development
Snowflake
JavaScript
Research and Development
Data Warehouse
Data Analysis
Deep learning
Terraform
Apache Hadoop
Git
Big Data
Business Intelligence
Teradata
SQL Server
MicroStrategy
Oracle
BigQuery
SQL
PL/SQL
DB2

Werdegang

Berufserfahrung von Asad Aftab

  • Bis heute 3 Jahre, seit Juni 2022

    Data Researcher / Data Engineer

    Technical University of Vienna

    • Developed and optimized AI models, reducing network latency by 40% and increasing data throughput by 30%. • Designed scalable data pipelines in Microsoft Azure, and AWS for real-time processing. • Implemented anomaly detection for improved system reliability. • Integrated LLMs for advanced communication tasks and enhanced predictive analytics. • Collaborated with Intel and Nokia to deliver data-driven solutions, analyzing traffic data and optimizing IoT architectures.

  • 1 Jahr und 2 Monate, Sep. 2020 - Okt. 2021

    Software Developer

    Sehattech Solutions

    • Designed and maintained ETL pipelines for seamless integration of large-scale healthcare data. Engineered scalable data architectures combining data engineering and ML for real-time analytics. • Developed predictive models for hospital performance. • Used clustering to segment patient data, optimizing resource allocation. Automated workflows, reducing processing time by 20%. • Built Power BI dashboards to visualize key healthcare metrics for decision-making.

  • 8 Monate, Feb. 2020 - Sep. 2020

    Data Scientist

    Code for Pakistan

    • Built predictive models in Python with 81% accuracy, aiding COVID-19 resource allocation and public health strategies. • Developed real-time Power BI dashboards for 5+ million citizens, delivering actionable insights. • Optimized data pipelines for large-scale processing, ensuring accuracy and performance. • Conducted risk analyses using clustering to identify high-risk zones. • Collaborated with government agencies to transform public health data into strategic, data-driven insights.

  • 1 Jahr und 6 Monate, Okt. 2017 - März 2019

    Automation Control Engineer

    Powerteck Siemens

Sprachen

  • Englisch

    Fließend

  • Deutsch

    Grundlagen

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