Ghalib Mirza

Bis 2023, Data Scientist and Machine Learning Engineer, Lisios GmbH

Köln, Germany

Skills

Kostenoptimierung
YAML
CAD
Software-Tools
Literatur
Datenverarbeitung
Entwicklung von Tools
Middleware
Deep Learning
Spielfilm
Simulation
Problemlösung
Diagnostik
Künstliche Intelligenz
Visual Studio Code
LLM
predictions
Microcontroller
Analytisches Denken
scikit-learn
Operating System
Modeling
Engineering
Software
Analyse
Lernen
Datenbank
PostgreSQL
Google Analytics
Gesundheits-Informatik
Analytik
GSM
MQTT
gitlab CI
NoSQL
Rechnernetzwerke
Workflow Management
Large Language Models
Big Data
Confluence
Datenlager
Python pandas
SVN
Visualisierung
TensorFlow
Cloud Computing
Generative KI
MySQL
Managementsystem
Apache Hadoop
Informationstechnologie
Bibliothek
Robotik
Praktikum
Terraform
Kommunikationsfähigkeit
SQL Server
Microsoft Azure
Automatisierung
Jira
ETL
Softwareentwicklung
Cognitive Science
Microsoft Excel
Anti Fraud Management
Projekte
Datenmodellierung
GitHub
NumPy
REST
GitLab
JSON
Informatik
Neural Network
Automated Data processing
Data Generation
Hyperspectral
InfluxDB
matplotlib
Plotly
scipy
Cardio
dashboards
Prediction
Corporate Identity
Maschinelles Lernen
Business Analytics
XML
Algorithmus
.NET Framework
Keras
Windows Power Shell
Visual Studio
MatLab
Crystal Reports
Microsoft Power BI
Genetische Algorithmen
GMP
Python
Matlab-Programmierung
C/C++
C#.NET
Software Development
Windows
Programmable Logic Controller
Machine learning
Human-Machine Interface (HMI)
SVM
Tensorflow
Git
Microsoft Visual Studio
LaTeX Font Catalogue
Artificial intelligence
R
R (Programming Language)
C#
Analysis
Bash (shell)
Scala
Apache Spark
Computer Science
Forschung
Data Science
Datenanalyse
ambitious
autonomous
intuitiv
quick learner
motivated
hardworking
curiosity
influxDB
Grafana
Docker
Linux
SQL

Timeline

Professional experience for Ghalib Mirza

  • 1 year and 5 months, Apr 2022 - Aug 2023

    Data Scientist and Machine Learning Engineer

    Lisios GmbH

    1) Developed a Machine Learning Algorithm for onboard Water Leakage Detection. 2) Achieved 85% event detection accuracy in real Environment with sensor telemetric data. 3) Optimized the algorithm for PCB on board with 2MB ARM Microcontroller. 4) Scripting in Python for data processing pipeline for git CI. 5) Dashboarding in Grafana. 6) Managed InfluxDB for timeseries data storage. 7) Working with Azure IoT Hub and MQTT as IoT broker.

  • 1 year and 5 months, Apr 2022 - Aug 2023

    Data Scientist and Machine Learning Engineer

    Lisios GmbH

  • 2 years and 2 months, Jan 2021 - Feb 2023

    Freelance Consultant

    Fiverr
  • 1 year, Mar 2019 - Feb 2020

    Research Student

    ADITION technologies AG

    Research Title: Click-Fraud Detection using Machine Learning This project was aimed to detect the click-fraud events from the unlabeled click/view log data from the ad-server with machine learning.

  • 1 year, Mar 2019 - Feb 2020

    Research Associate

    ADION Technologies GmbH

  • 6 months, Jul 2018 - Dec 2018

    Software Engineering Intern

    GE Healthcare

    - Tools Development for the Project Dependencies analysis. - Analysis of the performance of Cardio Workflow system. - Analysis of Machine Learning practices in Cardio Workflow.

  • 6 months, Jul 2018 - Dec 2018

    Software Engineering Intern

    ITSM HealthCare GmbH

  • 6 months, Jan 2018 - Jun 2018

    Studentische Hilfskraft

    RIF e.V. - Institut für Forschung und Transfer

    The Institute for Research and Transfer (RIF e.V) provides solutions for industrial automation and logistics. I am the part of team responsible for simulation of robotics applications.

  • 1 year and 1 month, Oct 2014 - Oct 2015

    Graduate Teaching Assistant

    Government Postgraduate College Samanabad, Faislabad

    Responsible for Designing and Conducting Lectures for the following courses: -Introduction to Programming using C++. -Introduction to Database Management System in MS SQL Server. -Introduction to Information and Technology.

Educational background for Ghalib Mirza

  • 5 years and 6 months, Oct 2015 - Mar 2021

    Automation and Robotics

    TU Dortmund University

    Cognitive Science and Artificial Intelligence

  • 2012 - 2013

    Web Designing

    Sleek College of Professional Studies

    Web Designing and Search Engine Optimization

  • 2010 - 2014

    Information technology

    Government College University, Faisalabad

    IT (InfoSys, E-Commerce) Mathematics (Calculus + Multivariable, Linear Algebra ) Telecom Systems Software Development (Desktop and Web) OOP (Advanced) Databases Computer Networks Data Structure and Algorithms Computer Architecture (Digital Logic and Design) Artificial Intelligence

Languages

  • English

    Fluent

  • German

    Basic

  • Hindi

    Intermediate

  • Urdu

    First language

Interests

Artificial intelligence
Travel
Photography
Intelligence
Volunteering
Music
Socialism
Humanities

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