A skilled software developer with a Master's degree in Data Science and three years of experience having skills in DevOps and MLOps tools
Aktualisiert am 16.10.2024
Profil
Freiberufler / Selbstständiger
Verfügbar ab: 01.11.2024
Verfügbar zu: 100%
davon vor Ort: 100%
Machine Learning
data science
software development
Python
C++
MySQL
PostgreSQL
MongoDB
NGINX
ROS
Linux
Git
Docker
Kubernetes
JavaScript
Node.js
PyTorch
git
dvc
Dari-Persisch
English
German

Einsatzorte

Einsatzorte

Kassel (+50km) Berlin (+50km) Hamburg (+50km) Dortmund (+50km)
Deutschland
nicht möglich

Projekte

Projekte

2 years 9 months
2021-12 - 2024-08

Deep Learning & Model Development

Software Developer
Software Developer
  • Deep Learning & Model Development:
    • Developed and optimized deep learning models for object detection, incorporating transfer learning and data augmentation to enhance performance.
    • Trained, tested, and evaluated models, fine-tuning for accuracy, speed, and resource efficiency.
    • Monitored and mitigated data drift and concept drift to maintain model robustness.
    • Integrated models into production systems, ensuring scalability and maintainability.
  • Software & Robotic Development:
    • Developed and maintained modular, testable code for software applications, including robotic software solutions.
    • Integrated machine learning models into applications, ensuring seamless functionality and performance.
    • Conducted code reviews, bug fixes, and developed unit and integration tests to uphold code quality.
  • API & Cloud Deployment:
    • Created and managed RESTful APIs and databases, leveraging S3 buckets for secure, scalable data storage.
    • ?Deployed applications using Docker containers on cloud platforms like AWS and Azure, implementing continuous integration and deployment (CI/CD) pipelines.
doks. innovation GmbH
3 years 5 months
2013-12 - 2017-04

Telecommunications Site Classification & PM Data Analysis

Electrical Engineer
Electrical Engineer
  • Telecommunications Site Classification & PM Data Analysis:
    • Classified telecommunication sites based on preventive maintenance (PM) data.
    • Analyzed PM and network performance data to detect faults impacting network traffic and service availability.
    • Identified trends and potential issues through data analysis, contributing to improved network reliability.
  • Reporting & Visualization:
    • Created comprehensive reports, dashboards, and visualizations from network and PM data to support decisionmaking.
    • Provided actionable insights to enhance network performance and service quality.
  • Project Planning & Management:
    • Planned and managed revamping projects using PM data and network metrics.
    • Oversaw Hybrid/PV power systems projects, ensuring timely and efficient execution.
    • Coordinated and supervised contractors, ensuring adherence to project specifications and quality standards.
  • Telecom Spare Parts Management:
    • ?Managed the distribution and availability of telecom spare parts, optimizing inventory and resource allocation.
MTNA
1 year 5 months
2012-08 - 2013-12

Designing power distribution system

Electrical Engineer
Electrical Engineer
  • Designing power distribution system in telecom sites, data centres, TV/Radio studios
  • Designing clean power system and estimating capacity of battery backups
  • Preparing electrical drawings using AutoCAD
  • Coordinates, supervises and inspects the activities of electricians
AWCC
6 months
2012-02 - 2012-07

Survey of sites and electrical load estimations

Electrical Engineer
Electrical Engineer
  • Survey of sites and electrical load estimations
  • estimating materials, construction, and labour costs, and preparing project timescales
  • Installation of electrical equipment?s e.g. Photovoltaic Cells, UPS, rectifier and inverter
  • Installation of hybrid and solar power systems
European Technology Company

Aus- und Weiterbildung

Aus- und Weiterbildung

4 years 9 months
2017-04 - 2021-12

M.Sc. In Digital Engineering

Otto-von-Guericke-Universität Magdeburg / Faculty of Computer Science
Otto-von-Guericke-Universität Magdeburg / Faculty of Computer Science
  • Focused on machine learning and data science
  • Thesis: Feature selection in hyperspectral images for classification of apple proliferation disease
4 years 8 months
2007-08 - 2012-03

B.Sc. in Electrical Engineering

m Kabul Polytechnic University / Faculty of Electro-Mechanic
m Kabul Polytechnic University / Faculty of Electro-Mechanic
  • Thesis: Design of power distribution system for L part of Mazar-e-Sharif city

Kompetenzen

Kompetenzen

Top-Skills

Machine Learning data science software development Python C++ MySQL PostgreSQL MongoDB NGINX ROS Linux Git Docker Kubernetes JavaScript Node.js PyTorch git dvc

Produkte / Standards / Erfahrungen / Methoden

About

A skilled software developer with a Master's degree in Data Science and nearly three years of experience, I possess a strong proficiency in software development across multiple programming languages. My expertise extends to advanced Data Science and Machine Learning solutions and use of DevOps and MLOps methodologies and tools.


Knowledge and skills

Machine learning | Data science | Data engineering | Software development | Backend and Frontend development | Natural Language Processing (NLP) | Computer vision | UML | ETL/ELT | Electrical engineering | Robotics Software Development


Technical skills

  • Python: PyTorch | TensorFlow | Keras | Scikit-Learn |Pandas | OpenCV | ONNX | SQLAlchemy | Rest APIs (flask) | FastAPI | Apache Airflow | Spark
  • JavaScript | Node.js | REACT
  • C++
  • MySQL/MariaDB | PostgreSQL | MongoDB
  • Docker | Docker-Compose | Kubernetes
  • Git | CI/CD | DVC | MLflow | Kubeflow
  • AWS, GCP
  • NGINX
  • Robot Operating System (ROS)
  • Linux | Bash (bash-script)
  • MS Windows | MS Office | PowerShell

Einsatzorte

Einsatzorte

Kassel (+50km) Berlin (+50km) Hamburg (+50km) Dortmund (+50km)
Deutschland
nicht möglich

Projekte

Projekte

2 years 9 months
2021-12 - 2024-08

Deep Learning & Model Development

Software Developer
Software Developer
  • Deep Learning & Model Development:
    • Developed and optimized deep learning models for object detection, incorporating transfer learning and data augmentation to enhance performance.
    • Trained, tested, and evaluated models, fine-tuning for accuracy, speed, and resource efficiency.
    • Monitored and mitigated data drift and concept drift to maintain model robustness.
    • Integrated models into production systems, ensuring scalability and maintainability.
  • Software & Robotic Development:
    • Developed and maintained modular, testable code for software applications, including robotic software solutions.
    • Integrated machine learning models into applications, ensuring seamless functionality and performance.
    • Conducted code reviews, bug fixes, and developed unit and integration tests to uphold code quality.
  • API & Cloud Deployment:
    • Created and managed RESTful APIs and databases, leveraging S3 buckets for secure, scalable data storage.
    • ?Deployed applications using Docker containers on cloud platforms like AWS and Azure, implementing continuous integration and deployment (CI/CD) pipelines.
doks. innovation GmbH
3 years 5 months
2013-12 - 2017-04

Telecommunications Site Classification & PM Data Analysis

Electrical Engineer
Electrical Engineer
  • Telecommunications Site Classification & PM Data Analysis:
    • Classified telecommunication sites based on preventive maintenance (PM) data.
    • Analyzed PM and network performance data to detect faults impacting network traffic and service availability.
    • Identified trends and potential issues through data analysis, contributing to improved network reliability.
  • Reporting & Visualization:
    • Created comprehensive reports, dashboards, and visualizations from network and PM data to support decisionmaking.
    • Provided actionable insights to enhance network performance and service quality.
  • Project Planning & Management:
    • Planned and managed revamping projects using PM data and network metrics.
    • Oversaw Hybrid/PV power systems projects, ensuring timely and efficient execution.
    • Coordinated and supervised contractors, ensuring adherence to project specifications and quality standards.
  • Telecom Spare Parts Management:
    • ?Managed the distribution and availability of telecom spare parts, optimizing inventory and resource allocation.
MTNA
1 year 5 months
2012-08 - 2013-12

Designing power distribution system

Electrical Engineer
Electrical Engineer
  • Designing power distribution system in telecom sites, data centres, TV/Radio studios
  • Designing clean power system and estimating capacity of battery backups
  • Preparing electrical drawings using AutoCAD
  • Coordinates, supervises and inspects the activities of electricians
AWCC
6 months
2012-02 - 2012-07

Survey of sites and electrical load estimations

Electrical Engineer
Electrical Engineer
  • Survey of sites and electrical load estimations
  • estimating materials, construction, and labour costs, and preparing project timescales
  • Installation of electrical equipment?s e.g. Photovoltaic Cells, UPS, rectifier and inverter
  • Installation of hybrid and solar power systems
European Technology Company

Aus- und Weiterbildung

Aus- und Weiterbildung

4 years 9 months
2017-04 - 2021-12

M.Sc. In Digital Engineering

Otto-von-Guericke-Universität Magdeburg / Faculty of Computer Science
Otto-von-Guericke-Universität Magdeburg / Faculty of Computer Science
  • Focused on machine learning and data science
  • Thesis: Feature selection in hyperspectral images for classification of apple proliferation disease
4 years 8 months
2007-08 - 2012-03

B.Sc. in Electrical Engineering

m Kabul Polytechnic University / Faculty of Electro-Mechanic
m Kabul Polytechnic University / Faculty of Electro-Mechanic
  • Thesis: Design of power distribution system for L part of Mazar-e-Sharif city

Kompetenzen

Kompetenzen

Top-Skills

Machine Learning data science software development Python C++ MySQL PostgreSQL MongoDB NGINX ROS Linux Git Docker Kubernetes JavaScript Node.js PyTorch git dvc

Produkte / Standards / Erfahrungen / Methoden

About

A skilled software developer with a Master's degree in Data Science and nearly three years of experience, I possess a strong proficiency in software development across multiple programming languages. My expertise extends to advanced Data Science and Machine Learning solutions and use of DevOps and MLOps methodologies and tools.


Knowledge and skills

Machine learning | Data science | Data engineering | Software development | Backend and Frontend development | Natural Language Processing (NLP) | Computer vision | UML | ETL/ELT | Electrical engineering | Robotics Software Development


Technical skills

  • Python: PyTorch | TensorFlow | Keras | Scikit-Learn |Pandas | OpenCV | ONNX | SQLAlchemy | Rest APIs (flask) | FastAPI | Apache Airflow | Spark
  • JavaScript | Node.js | REACT
  • C++
  • MySQL/MariaDB | PostgreSQL | MongoDB
  • Docker | Docker-Compose | Kubernetes
  • Git | CI/CD | DVC | MLflow | Kubeflow
  • AWS, GCP
  • NGINX
  • Robot Operating System (ROS)
  • Linux | Bash (bash-script)
  • MS Windows | MS Office | PowerShell

Vertrauen Sie auf Randstad

Im Bereich Freelancing
Im Bereich Arbeitnehmerüberlassung / Personalvermittlung

Fragen?

Rufen Sie uns an +49 89 500316-300 oder schreiben Sie uns:

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